Face Generation

In this project, you'll use generative adversarial networks to generate new images of faces.

Get the Data

You'll be using two datasets in this project:

  • MNIST
  • CelebA

Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.

If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".

In [1]:
data_dir = './data'

# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'


"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper

helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data
Found celeba Data

Explore the Data

MNIST

As you're aware, the MNIST dataset contains images of handwritten digits. You can view the first number of examples by changing show_n_images.

In [2]:
show_n_images = 50

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot

mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
Out[2]:
<matplotlib.image.AxesImage at 0x79867f0>

CelebA

The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.

In [3]:
show_n_images = 50

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
Out[3]:
<matplotlib.image.AxesImage at 0x7b7bc50>

Preprocess the Data

Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.

The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).

Build the Neural Network

You'll build the components necessary to build a GANs by implementing the following functions below:

  • model_inputs
  • discriminator
  • generator
  • model_loss
  • model_opt
  • train

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

In [4]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer.  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0
Default GPU Device: /gpu:0

Input

Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Real input images placeholder with rank 4 using image_width, image_height, and image_channels.
  • Z input placeholder with rank 2 using z_dim.
  • Learning rate placeholder with rank 0.

Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)

In [5]:
import problem_unittests as tests

def model_inputs(image_width, image_height, image_channels, z_dim):
    """
    Create the model inputs
    :param image_width: The input image width
    :param image_height: The input image height
    :param image_channels: The number of image channels
    :param z_dim: The dimension of Z
    :return: Tuple of (tensor of real input images, tensor of z data, learning rate)
    """
    inputs_real = tf.placeholder(tf.float32, (None, image_width, image_height, image_channels), name='inputs_real')
    inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='inputs_z')
    learning_rate = tf.placeholder(tf.float32)

    return inputs_real, inputs_z, learning_rate


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Discriminator

Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).

In [13]:
def discriminator(images, reuse=False):
    """
    Create the discriminator network
    :param image: Tensor of input image(s)
    :param reuse: Boolean if the weights should be reused
    :return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
    """
    with tf.variable_scope('discriminator', reuse=reuse):
        filter_size = 4
        alpha = 0.2
        # 28x28x3 to 56*56*64
        x1 = tf.layers.conv2d(images, 64, filter_size, strides=2, padding='same')
        relu1 = tf.maximum(alpha * x1, x1)
        
        # 56*56*64 to 112*112*128
        x2 = tf.layers.conv2d(relu1, 128, filter_size, strides=2, padding='same')
        bn1 = tf.layers.batch_normalization(x2, training=True)
        relu2 = tf.maximum(alpha * bn1, bn1)
        
        # 112*112*128 to 224*224*256
        x3 = tf.layers.conv2d(relu2, 256, filter_size, strides=2, padding='same')
        bn2 = tf.layers.batch_normalization(x3, training=True)
        relu3 = tf.maximum(alpha * bn2, bn2)
        
        # Flatten
        flat = tf.reshape(relu2, (-1, 4*4*256))
        logits = tf.layers.dense(flat, 1)
        out = tf.sigmoid(logits)

    return out, logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed

Generator

Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.

In [40]:
def generator(z, out_channel_dim, is_train=True):
    """
    Create the generator network
    :param z: Input z
    :param out_channel_dim: The number of channels in the output image
    :param is_train: Boolean if generator is being used for training
    :return: The tensor output of the generator
    """
    with tf.variable_scope('generator', reuse=not is_train):
        alpha = 0.2
        
        # First fully connected layer
        # to 2*2*512
        x1 = tf.layers.dense(z, 7*7*512)
        x1 = tf.reshape(x1, (-1, 7, 7, 512))
        bn1 = tf.layers.batch_normalization(x1, training=is_train)
        relu1 = tf.maximum(alpha * bn1, bn1)
        
        # 2*2*512 to 4*4*512
        x2 = tf.layers.conv2d_transpose(relu1, filters=512, kernel_size=4, strides=2, padding='same')
        bn2 = tf.layers.batch_normalization(x2, training=is_train)
        relu2 = tf.maximum(alpha * bn2, bn2)
        
        # 4*4*512 to 16*16*256
        #x3 = tf.layers.conv2d_transpose(relu2, filters=128, kernel_size=4, strides=2, padding='same')
        #bn3 = tf.layers.batch_normalization(x3, training=is_train)
        #relu3 = tf.maximum(alpha * bn3, bn3)
                
        # 28*28*128 to 56*56*5
       # x4 = tf.layers.conv2d_transpose(relu3, 64, 4, strides=2, padding='same')
       # bn4 = tf.layers.batch_normalization(x4, training=is_train)
       # relu4 = tf.maximum(alpha * bn4, bn4)
        
        # 56*56*5 to 28*28*3
        logits = tf.layers.conv2d_transpose(relu2, filters=out_channel_dim, kernel_size=4, strides=2, padding='same')
        
        out = tf.tanh(logits)
        
        #print(tf.shape(out))
    
        return out


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed

Loss

Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:

  • discriminator(images, reuse=False)
  • generator(z, out_channel_dim, is_train=True)
In [23]:
def model_loss(input_real, input_z, out_channel_dim):
    """
    Get the loss for the discriminator and generator
    :param input_real: Images from the real dataset
    :param input_z: Z input
    :param out_channel_dim: The number of channels in the output image
    :return: A tuple of (discriminator loss, generator loss)
    """
    
    g_model = generator(input_z, out_channel_dim)    
    d_model_real, d_logits_real = discriminator(input_real)
    d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
    
    d_loss_real = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)))
    d_loss_fake = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
    g_loss = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))

    d_loss = d_loss_real + d_loss_fake

    return d_loss, g_loss


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed

Optimization

Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).

In [9]:
def model_opt(d_loss, g_loss, learning_rate, beta1):
    """
    Get optimization operations
    :param d_loss: Discriminator loss Tensor
    :param g_loss: Generator loss Tensor
    :param learning_rate: Learning Rate Placeholder
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :return: A tuple of (discriminator training operation, generator training operation)
    """
    variables = tf.trainable_variables()
    d_vars = [var for var in variables if var.name.startswith('discriminator')]
    g_vars = [var for var in variables if var.name.startswith('generator')]
    
    with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
        d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
        g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)

    return d_train_opt, g_train_opt


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed

Neural Network Training

Show Output

Use this function to show the current output of the generator during training. It will help you determine how well the GANs is training.

In [10]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
    """
    Show example output for the generator
    :param sess: TensorFlow session
    :param n_images: Number of Images to display
    :param input_z: Input Z Tensor
    :param out_channel_dim: The number of channels in the output image
    :param image_mode: The mode to use for images ("RGB" or "L")
    """
    cmap = None if image_mode == 'RGB' else 'gray'
    z_dim = input_z.get_shape().as_list()[-1]
    example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])

    samples = sess.run(
        generator(input_z, out_channel_dim, False),
        feed_dict={input_z: example_z})

    images_grid = helper.images_square_grid(samples, image_mode)
    pyplot.imshow(images_grid, cmap=cmap)
    pyplot.show()

Train

Implement train to build and train the GANs. Use the following functions you implemented:

  • model_inputs(image_width, image_height, image_channels, z_dim)
  • model_loss(input_real, input_z, out_channel_dim)
  • model_opt(d_loss, g_loss, learning_rate, beta1)

Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.

In [11]:
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
    """
    Train the GAN
    :param epoch_count: Number of epochs
    :param batch_size: Batch Size
    :param z_dim: Z dimension
    :param learning_rate: Learning Rate
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :param get_batches: Function to get batches
    :param data_shape: Shape of the data
    :param data_image_mode: The image mode to use for images ("RGB" or "L")
    """
    
    steps = 0
    print_every = 10
    show_every = 100
    #saver = tf.train.Saver()    
    
    image_channels = 3 if 'RGB' == data_image_mode else 1
    inputs_real, inputs_z, _ = model_inputs(data_shape[1], data_shape[2], image_channels, z_dim)
    
    d_loss, g_loss = model_loss(inputs_real, inputs_z, image_channels)
    
    d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
        
    with tf.Session() as sess:
        sess.run(tf.global_variables_initializer())
        for epoch_i in range(epoch_count):
            for batch_images in get_batches(batch_size):
                # TODO: Train Model
                
                steps += 1
                
                # Sample random noise for G
                batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))

                # Review
                # The output from the generator is bound between -1 and 1 as we use tanh as the activation function 
                # in the output layer. The input batch images are in the range -0.5 to 0.5. 
                # You must scale the input images to match the values as in generated image
                batch_images = batch_images * 2
                
                # Run optimizers
                _ = sess.run(d_train_opt, feed_dict={inputs_real: batch_images, inputs_z: batch_z})
                _ = sess.run(g_train_opt, feed_dict={inputs_z: batch_z, inputs_real: batch_images})

                if steps % print_every == 0:
                    # At the end of each epoch, get the losses and print them out
                    train_loss_d = d_loss.eval({inputs_z: batch_z, inputs_real: batch_images})
                    train_loss_g = g_loss.eval({inputs_z: batch_z})

                    print("Epoch {}/{}...".format(epoch_i+1, epochs),
                          "Discriminator Loss: {:.4f}...".format(train_loss_d),
                          "Generator Loss: {:.4f}".format(train_loss_g))

                if steps % show_every == 0:
                    _ = show_generator_output(sess, 10, inputs_z, image_channels, data_image_mode)
          
        #saver.save(sess, './checkpoints/generator.ckpt')      
                
                
                

MNIST

Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.

In [41]:
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 4

mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
          mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/4... Discriminator Loss: 2.2634... Generator Loss: 0.2027
Epoch 1/4... Discriminator Loss: 1.7997... Generator Loss: 0.3287
Epoch 1/4... Discriminator Loss: 1.5909... Generator Loss: 0.4161
Epoch 1/4... Discriminator Loss: 1.0862... Generator Loss: 0.7183
Epoch 1/4... Discriminator Loss: 0.8602... Generator Loss: 0.8826
Epoch 1/4... Discriminator Loss: 0.9453... Generator Loss: 0.7518
Epoch 1/4... Discriminator Loss: 1.0383... Generator Loss: 0.6631
Epoch 1/4... Discriminator Loss: 0.6143... Generator Loss: 1.2444
Epoch 1/4... Discriminator Loss: 0.7419... Generator Loss: 1.0538
Epoch 1/4... Discriminator Loss: 0.3646... Generator Loss: 1.6953
Epoch 1/4... Discriminator Loss: 0.7839... Generator Loss: 0.8982
Epoch 1/4... Discriminator Loss: 0.7520... Generator Loss: 1.0184
Epoch 1/4... Discriminator Loss: 0.6859... Generator Loss: 1.1878
Epoch 1/4... Discriminator Loss: 0.7980... Generator Loss: 1.1074
Epoch 1/4... Discriminator Loss: 1.3577... Generator Loss: 0.7905
Epoch 1/4... Discriminator Loss: 1.3006... Generator Loss: 0.7408
Epoch 1/4... Discriminator Loss: 1.2886... Generator Loss: 0.7081
Epoch 1/4... Discriminator Loss: 1.2474... Generator Loss: 0.7451
Epoch 1/4... Discriminator Loss: 1.2834... Generator Loss: 0.7232
Epoch 1/4... Discriminator Loss: 1.1897... Generator Loss: 0.7486
Epoch 1/4... Discriminator Loss: 1.1986... Generator Loss: 0.7848
Epoch 1/4... Discriminator Loss: 1.2812... Generator Loss: 0.7246
Epoch 1/4... Discriminator Loss: 1.3089... Generator Loss: 0.7161
Epoch 1/4... Discriminator Loss: 1.3271... Generator Loss: 0.7115
Epoch 1/4... Discriminator Loss: 1.2277... Generator Loss: 0.7458
Epoch 1/4... Discriminator Loss: 1.3186... Generator Loss: 0.7107
Epoch 1/4... Discriminator Loss: 1.2730... Generator Loss: 0.7266
Epoch 1/4... Discriminator Loss: 1.3153... Generator Loss: 0.7207
Epoch 1/4... Discriminator Loss: 1.3481... Generator Loss: 0.7140
Epoch 1/4... Discriminator Loss: 1.2972... Generator Loss: 0.7128
Epoch 1/4... Discriminator Loss: 1.3110... Generator Loss: 0.7172
Epoch 1/4... Discriminator Loss: 1.2680... Generator Loss: 0.7142
Epoch 1/4... Discriminator Loss: 1.2746... Generator Loss: 0.7265
Epoch 1/4... Discriminator Loss: 1.3043... Generator Loss: 0.6828
Epoch 1/4... Discriminator Loss: 1.2684... Generator Loss: 0.7492
Epoch 1/4... Discriminator Loss: 1.3308... Generator Loss: 0.6800
Epoch 1/4... Discriminator Loss: 1.3054... Generator Loss: 0.7089
Epoch 1/4... Discriminator Loss: 1.2557... Generator Loss: 0.7358
Epoch 1/4... Discriminator Loss: 1.3775... Generator Loss: 0.6893
Epoch 1/4... Discriminator Loss: 1.3075... Generator Loss: 0.6979
Epoch 1/4... Discriminator Loss: 1.2527... Generator Loss: 0.7404
Epoch 1/4... Discriminator Loss: 1.2787... Generator Loss: 0.7156
Epoch 1/4... Discriminator Loss: 1.3353... Generator Loss: 0.7121
Epoch 1/4... Discriminator Loss: 1.3077... Generator Loss: 0.7156
Epoch 1/4... Discriminator Loss: 1.1946... Generator Loss: 0.7725
Epoch 1/4... Discriminator Loss: 1.2701... Generator Loss: 0.7120
Epoch 1/4... Discriminator Loss: 1.3353... Generator Loss: 0.6548
Epoch 1/4... Discriminator Loss: 1.1874... Generator Loss: 0.7732
Epoch 1/4... Discriminator Loss: 1.3367... Generator Loss: 0.6940
Epoch 1/4... Discriminator Loss: 1.3259... Generator Loss: 0.6920
Epoch 1/4... Discriminator Loss: 1.3115... Generator Loss: 0.6945
Epoch 1/4... Discriminator Loss: 1.3250... Generator Loss: 0.7186
Epoch 1/4... Discriminator Loss: 1.2990... Generator Loss: 0.7080
Epoch 1/4... Discriminator Loss: 1.2839... Generator Loss: 0.7154
Epoch 1/4... Discriminator Loss: 1.2690... Generator Loss: 0.7208
Epoch 1/4... Discriminator Loss: 1.2912... Generator Loss: 0.7433
Epoch 1/4... Discriminator Loss: 1.3220... Generator Loss: 0.7231
Epoch 1/4... Discriminator Loss: 1.3419... Generator Loss: 0.6932
Epoch 1/4... Discriminator Loss: 1.2853... Generator Loss: 0.6968
Epoch 1/4... Discriminator Loss: 1.2817... Generator Loss: 0.7098
Epoch 1/4... Discriminator Loss: 1.3053... Generator Loss: 0.7198
Epoch 1/4... Discriminator Loss: 1.2983... Generator Loss: 0.7063
Epoch 1/4... Discriminator Loss: 1.2788... Generator Loss: 0.7306
Epoch 1/4... Discriminator Loss: 1.2596... Generator Loss: 0.7275
Epoch 1/4... Discriminator Loss: 1.3140... Generator Loss: 0.6882
Epoch 1/4... Discriminator Loss: 1.3251... Generator Loss: 0.7086
Epoch 1/4... Discriminator Loss: 1.3388... Generator Loss: 0.7051
Epoch 1/4... Discriminator Loss: 1.4108... Generator Loss: 0.6851
Epoch 1/4... Discriminator Loss: 1.3293... Generator Loss: 0.6585
Epoch 1/4... Discriminator Loss: 1.2888... Generator Loss: 0.7274
Epoch 1/4... Discriminator Loss: 1.2832... Generator Loss: 0.7025
Epoch 1/4... Discriminator Loss: 1.2475... Generator Loss: 0.7481
Epoch 1/4... Discriminator Loss: 1.2446... Generator Loss: 0.7549
Epoch 1/4... Discriminator Loss: 1.2222... Generator Loss: 0.7599
Epoch 1/4... Discriminator Loss: 1.3030... Generator Loss: 0.7125
Epoch 1/4... Discriminator Loss: 1.2500... Generator Loss: 0.7468
Epoch 1/4... Discriminator Loss: 1.2626... Generator Loss: 0.7160
Epoch 1/4... Discriminator Loss: 1.3138... Generator Loss: 0.7063
Epoch 1/4... Discriminator Loss: 1.2527... Generator Loss: 0.7565
Epoch 1/4... Discriminator Loss: 1.2802... Generator Loss: 0.7096
Epoch 1/4... Discriminator Loss: 1.2443... Generator Loss: 0.7396
Epoch 1/4... Discriminator Loss: 1.2410... Generator Loss: 0.7894
Epoch 1/4... Discriminator Loss: 1.1959... Generator Loss: 0.7691
Epoch 1/4... Discriminator Loss: 1.2020... Generator Loss: 0.7410
Epoch 1/4... Discriminator Loss: 1.2374... Generator Loss: 0.7460
Epoch 1/4... Discriminator Loss: 1.2502... Generator Loss: 0.7265
Epoch 1/4... Discriminator Loss: 1.3272... Generator Loss: 0.6906
Epoch 1/4... Discriminator Loss: 1.2162... Generator Loss: 0.7823
Epoch 1/4... Discriminator Loss: 1.2728... Generator Loss: 0.7084
Epoch 1/4... Discriminator Loss: 1.2507... Generator Loss: 0.7441
Epoch 1/4... Discriminator Loss: 1.2494... Generator Loss: 0.7574
Epoch 1/4... Discriminator Loss: 1.2911... Generator Loss: 0.7192
Epoch 1/4... Discriminator Loss: 1.2762... Generator Loss: 0.7576
Epoch 2/4... Discriminator Loss: 1.3469... Generator Loss: 0.6749
Epoch 2/4... Discriminator Loss: 1.1849... Generator Loss: 0.7686
Epoch 2/4... Discriminator Loss: 1.2610... Generator Loss: 0.7721
Epoch 2/4... Discriminator Loss: 1.2129... Generator Loss: 0.7837
Epoch 2/4... Discriminator Loss: 1.2740... Generator Loss: 0.7451
Epoch 2/4... Discriminator Loss: 1.3038... Generator Loss: 0.7514
Epoch 2/4... Discriminator Loss: 1.2576... Generator Loss: 0.7090
Epoch 2/4... Discriminator Loss: 1.3063... Generator Loss: 0.8025
Epoch 2/4... Discriminator Loss: 1.1959... Generator Loss: 0.7895
Epoch 2/4... Discriminator Loss: 1.2127... Generator Loss: 0.7430
Epoch 2/4... Discriminator Loss: 1.2824... Generator Loss: 0.7136
Epoch 2/4... Discriminator Loss: 1.2367... Generator Loss: 0.7855
Epoch 2/4... Discriminator Loss: 1.2102... Generator Loss: 0.7843
Epoch 2/4... Discriminator Loss: 1.2377... Generator Loss: 0.7649
Epoch 2/4... Discriminator Loss: 1.2304... Generator Loss: 0.7861
Epoch 2/4... Discriminator Loss: 1.2592... Generator Loss: 0.7207
Epoch 2/4... Discriminator Loss: 1.2148... Generator Loss: 0.7968
Epoch 2/4... Discriminator Loss: 1.1715... Generator Loss: 0.7675
Epoch 2/4... Discriminator Loss: 1.2559... Generator Loss: 0.7179
Epoch 2/4... Discriminator Loss: 1.2583... Generator Loss: 0.7062
Epoch 2/4... Discriminator Loss: 1.2055... Generator Loss: 0.8096
Epoch 2/4... Discriminator Loss: 1.2678... Generator Loss: 0.7117
Epoch 2/4... Discriminator Loss: 1.1878... Generator Loss: 0.8092
Epoch 2/4... Discriminator Loss: 1.2155... Generator Loss: 0.8345
Epoch 2/4... Discriminator Loss: 1.2371... Generator Loss: 0.7098
Epoch 2/4... Discriminator Loss: 1.2338... Generator Loss: 0.7657
Epoch 2/4... Discriminator Loss: 1.1627... Generator Loss: 0.8574
Epoch 2/4... Discriminator Loss: 1.2090... Generator Loss: 0.8317
Epoch 2/4... Discriminator Loss: 1.2153... Generator Loss: 0.7792
Epoch 2/4... Discriminator Loss: 1.2316... Generator Loss: 0.7776
Epoch 2/4... Discriminator Loss: 1.2032... Generator Loss: 0.7839
Epoch 2/4... Discriminator Loss: 1.2197... Generator Loss: 0.7659
Epoch 2/4... Discriminator Loss: 1.2307... Generator Loss: 0.7609
Epoch 2/4... Discriminator Loss: 1.2205... Generator Loss: 0.7614
Epoch 2/4... Discriminator Loss: 1.2273... Generator Loss: 0.7016
Epoch 2/4... Discriminator Loss: 1.2586... Generator Loss: 0.7355
Epoch 2/4... Discriminator Loss: 1.2152... Generator Loss: 0.7693
Epoch 2/4... Discriminator Loss: 1.1811... Generator Loss: 0.7579
Epoch 2/4... Discriminator Loss: 1.2602... Generator Loss: 0.6962
Epoch 2/4... Discriminator Loss: 1.2683... Generator Loss: 0.8236
Epoch 2/4... Discriminator Loss: 1.1831... Generator Loss: 0.7716
Epoch 2/4... Discriminator Loss: 1.2517... Generator Loss: 0.7323
Epoch 2/4... Discriminator Loss: 1.2214... Generator Loss: 0.7146
Epoch 2/4... Discriminator Loss: 1.1965... Generator Loss: 0.8806
Epoch 2/4... Discriminator Loss: 1.1657... Generator Loss: 0.8376
Epoch 2/4... Discriminator Loss: 1.2474... Generator Loss: 0.7470
Epoch 2/4... Discriminator Loss: 1.2787... Generator Loss: 0.7499
Epoch 2/4... Discriminator Loss: 1.2306... Generator Loss: 0.7440
Epoch 2/4... Discriminator Loss: 1.2239... Generator Loss: 0.7734
Epoch 2/4... Discriminator Loss: 1.1931... Generator Loss: 0.7330
Epoch 2/4... Discriminator Loss: 1.1755... Generator Loss: 0.8191
Epoch 2/4... Discriminator Loss: 1.2144... Generator Loss: 0.7706
Epoch 2/4... Discriminator Loss: 1.2283... Generator Loss: 0.8489
Epoch 2/4... Discriminator Loss: 1.1936... Generator Loss: 0.7292
Epoch 2/4... Discriminator Loss: 1.2042... Generator Loss: 0.7439
Epoch 2/4... Discriminator Loss: 1.1941... Generator Loss: 0.7610
Epoch 2/4... Discriminator Loss: 1.1920... Generator Loss: 0.8363
Epoch 2/4... Discriminator Loss: 1.1889... Generator Loss: 0.6951
Epoch 2/4... Discriminator Loss: 1.1499... Generator Loss: 0.7750
Epoch 2/4... Discriminator Loss: 1.1535... Generator Loss: 0.8604
Epoch 2/4... Discriminator Loss: 1.2123... Generator Loss: 0.7974
Epoch 2/4... Discriminator Loss: 1.1497... Generator Loss: 0.8225
Epoch 2/4... Discriminator Loss: 1.2207... Generator Loss: 0.7139
Epoch 2/4... Discriminator Loss: 1.1905... Generator Loss: 0.8588
Epoch 2/4... Discriminator Loss: 1.2261... Generator Loss: 0.7472
Epoch 2/4... Discriminator Loss: 1.2674... Generator Loss: 0.8776
Epoch 2/4... Discriminator Loss: 1.2369... Generator Loss: 0.8697
Epoch 2/4... Discriminator Loss: 1.1947... Generator Loss: 0.7086
Epoch 2/4... Discriminator Loss: 1.1807... Generator Loss: 0.7071
Epoch 2/4... Discriminator Loss: 1.1885... Generator Loss: 0.7537
Epoch 2/4... Discriminator Loss: 1.2103... Generator Loss: 0.7335
Epoch 2/4... Discriminator Loss: 1.2139... Generator Loss: 0.6737
Epoch 2/4... Discriminator Loss: 1.1883... Generator Loss: 0.8467
Epoch 2/4... Discriminator Loss: 1.1476... Generator Loss: 0.7737
Epoch 2/4... Discriminator Loss: 1.1481... Generator Loss: 0.7594
Epoch 2/4... Discriminator Loss: 1.1418... Generator Loss: 0.7996
Epoch 2/4... Discriminator Loss: 1.2201... Generator Loss: 0.7849
Epoch 2/4... Discriminator Loss: 1.1652... Generator Loss: 0.7963
Epoch 2/4... Discriminator Loss: 1.2110... Generator Loss: 0.7232
Epoch 2/4... Discriminator Loss: 1.2358... Generator Loss: 0.8199
Epoch 2/4... Discriminator Loss: 1.2073... Generator Loss: 0.8620
Epoch 2/4... Discriminator Loss: 1.2068... Generator Loss: 0.7317
Epoch 2/4... Discriminator Loss: 1.1982... Generator Loss: 0.8168
Epoch 2/4... Discriminator Loss: 1.1663... Generator Loss: 0.8369
Epoch 2/4... Discriminator Loss: 1.1824... Generator Loss: 0.7882
Epoch 2/4... Discriminator Loss: 1.1252... Generator Loss: 0.7821
Epoch 2/4... Discriminator Loss: 1.2852... Generator Loss: 0.6079
Epoch 2/4... Discriminator Loss: 1.2394... Generator Loss: 0.7595
Epoch 2/4... Discriminator Loss: 1.1796... Generator Loss: 0.7472
Epoch 2/4... Discriminator Loss: 1.1115... Generator Loss: 0.8769
Epoch 2/4... Discriminator Loss: 1.1782... Generator Loss: 0.7691
Epoch 2/4... Discriminator Loss: 1.4461... Generator Loss: 0.8578
Epoch 2/4... Discriminator Loss: 1.1931... Generator Loss: 0.7730
Epoch 2/4... Discriminator Loss: 1.1265... Generator Loss: 0.8331
Epoch 3/4... Discriminator Loss: 1.2306... Generator Loss: 0.7498
Epoch 3/4... Discriminator Loss: 1.1964... Generator Loss: 0.7612
Epoch 3/4... Discriminator Loss: 1.1669... Generator Loss: 0.7212
Epoch 3/4... Discriminator Loss: 1.2013... Generator Loss: 0.8779
Epoch 3/4... Discriminator Loss: 1.1128... Generator Loss: 0.9562
Epoch 3/4... Discriminator Loss: 1.1974... Generator Loss: 0.7439
Epoch 3/4... Discriminator Loss: 1.2385... Generator Loss: 0.8250
Epoch 3/4... Discriminator Loss: 1.1915... Generator Loss: 0.8481
Epoch 3/4... Discriminator Loss: 1.1926... Generator Loss: 0.8014
Epoch 3/4... Discriminator Loss: 1.2563... Generator Loss: 0.9106
Epoch 3/4... Discriminator Loss: 1.2288... Generator Loss: 0.7472
Epoch 3/4... Discriminator Loss: 1.1901... Generator Loss: 0.8214
Epoch 3/4... Discriminator Loss: 1.1446... Generator Loss: 0.7663
Epoch 3/4... Discriminator Loss: 1.1666... Generator Loss: 0.8453
Epoch 3/4... Discriminator Loss: 1.1454... Generator Loss: 0.7809
Epoch 3/4... Discriminator Loss: 1.1631... Generator Loss: 0.7243
Epoch 3/4... Discriminator Loss: 1.1042... Generator Loss: 0.8434
Epoch 3/4... Discriminator Loss: 1.0747... Generator Loss: 0.9274
Epoch 3/4... Discriminator Loss: 1.1524... Generator Loss: 0.7632
Epoch 3/4... Discriminator Loss: 1.0786... Generator Loss: 0.8179
Epoch 3/4... Discriminator Loss: 1.1743... Generator Loss: 0.8339
Epoch 3/4... Discriminator Loss: 1.1342... Generator Loss: 0.8479
Epoch 3/4... Discriminator Loss: 1.1893... Generator Loss: 0.7998
Epoch 3/4... Discriminator Loss: 1.1576... Generator Loss: 0.6851
Epoch 3/4... Discriminator Loss: 1.1013... Generator Loss: 0.7802
Epoch 3/4... Discriminator Loss: 1.1935... Generator Loss: 0.7687
Epoch 3/4... Discriminator Loss: 1.2816... Generator Loss: 0.5935
Epoch 3/4... Discriminator Loss: 1.1379... Generator Loss: 0.8151
Epoch 3/4... Discriminator Loss: 1.1825... Generator Loss: 0.8482
Epoch 3/4... Discriminator Loss: 1.1209... Generator Loss: 0.7700
Epoch 3/4... Discriminator Loss: 1.1538... Generator Loss: 0.7749
Epoch 3/4... Discriminator Loss: 1.0981... Generator Loss: 0.8218
Epoch 3/4... Discriminator Loss: 1.2134... Generator Loss: 0.6264
Epoch 3/4... Discriminator Loss: 1.2372... Generator Loss: 0.8110
Epoch 3/4... Discriminator Loss: 1.2023... Generator Loss: 0.6779
Epoch 3/4... Discriminator Loss: 1.1586... Generator Loss: 0.8618
Epoch 3/4... Discriminator Loss: 1.1613... Generator Loss: 0.7776
Epoch 3/4... Discriminator Loss: 1.0874... Generator Loss: 0.8466
Epoch 3/4... Discriminator Loss: 1.1737... Generator Loss: 0.6977
Epoch 3/4... Discriminator Loss: 1.1332... Generator Loss: 0.8973
Epoch 3/4... Discriminator Loss: 1.1481... Generator Loss: 0.8271
Epoch 3/4... Discriminator Loss: 1.1614... Generator Loss: 0.7329
Epoch 3/4... Discriminator Loss: 1.1926... Generator Loss: 0.6588
Epoch 3/4... Discriminator Loss: 1.2157... Generator Loss: 0.8232
Epoch 3/4... Discriminator Loss: 1.0968... Generator Loss: 0.8969
Epoch 3/4... Discriminator Loss: 1.2214... Generator Loss: 0.9583
Epoch 3/4... Discriminator Loss: 1.5599... Generator Loss: 0.4519
Epoch 3/4... Discriminator Loss: 1.1359... Generator Loss: 0.7986
Epoch 3/4... Discriminator Loss: 1.1685... Generator Loss: 0.7117
Epoch 3/4... Discriminator Loss: 1.1241... Generator Loss: 0.8938
Epoch 3/4... Discriminator Loss: 1.2092... Generator Loss: 0.8150
Epoch 3/4... Discriminator Loss: 1.1663... Generator Loss: 0.7265
Epoch 3/4... Discriminator Loss: 1.1290... Generator Loss: 0.7386
Epoch 3/4... Discriminator Loss: 1.1123... Generator Loss: 0.9141
Epoch 3/4... Discriminator Loss: 1.0908... Generator Loss: 0.8588
Epoch 3/4... Discriminator Loss: 1.1561... Generator Loss: 0.7652
Epoch 3/4... Discriminator Loss: 1.1682... Generator Loss: 0.7167
Epoch 3/4... Discriminator Loss: 1.1791... Generator Loss: 0.7951
Epoch 3/4... Discriminator Loss: 1.1905... Generator Loss: 0.7162
Epoch 3/4... Discriminator Loss: 1.1413... Generator Loss: 0.8165
Epoch 3/4... Discriminator Loss: 1.1563... Generator Loss: 0.8777
Epoch 3/4... Discriminator Loss: 1.1109... Generator Loss: 0.8563
Epoch 3/4... Discriminator Loss: 1.1890... Generator Loss: 0.7275
Epoch 3/4... Discriminator Loss: 1.1241... Generator Loss: 0.8425
Epoch 3/4... Discriminator Loss: 1.1946... Generator Loss: 0.6802
Epoch 3/4... Discriminator Loss: 1.1107... Generator Loss: 0.7472
Epoch 3/4... Discriminator Loss: 1.2170... Generator Loss: 0.7471
Epoch 3/4... Discriminator Loss: 1.1375... Generator Loss: 0.7966
Epoch 3/4... Discriminator Loss: 1.1615... Generator Loss: 0.8383
Epoch 3/4... Discriminator Loss: 1.1824... Generator Loss: 0.7728
Epoch 3/4... Discriminator Loss: 1.1227... Generator Loss: 0.7102
Epoch 3/4... Discriminator Loss: 1.1970... Generator Loss: 0.8444
Epoch 3/4... Discriminator Loss: 1.1226... Generator Loss: 0.8087
Epoch 3/4... Discriminator Loss: 1.0802... Generator Loss: 0.8655
Epoch 3/4... Discriminator Loss: 1.1449... Generator Loss: 0.8736
Epoch 3/4... Discriminator Loss: 1.1404... Generator Loss: 0.9254
Epoch 3/4... Discriminator Loss: 1.2903... Generator Loss: 0.5893
Epoch 3/4... Discriminator Loss: 1.1463... Generator Loss: 0.7137
Epoch 3/4... Discriminator Loss: 1.2046... Generator Loss: 0.7667
Epoch 3/4... Discriminator Loss: 1.1690... Generator Loss: 0.7830
Epoch 3/4... Discriminator Loss: 1.1114... Generator Loss: 0.7046
Epoch 3/4... Discriminator Loss: 1.1116... Generator Loss: 0.8045
Epoch 3/4... Discriminator Loss: 1.0894... Generator Loss: 0.9217
Epoch 3/4... Discriminator Loss: 1.1052... Generator Loss: 0.8411
Epoch 3/4... Discriminator Loss: 1.1384... Generator Loss: 0.7400
Epoch 3/4... Discriminator Loss: 1.1013... Generator Loss: 0.8901
Epoch 3/4... Discriminator Loss: 1.0970... Generator Loss: 0.8824
Epoch 3/4... Discriminator Loss: 1.1450... Generator Loss: 0.7662
Epoch 3/4... Discriminator Loss: 1.2131... Generator Loss: 0.7398
Epoch 3/4... Discriminator Loss: 1.0775... Generator Loss: 0.8791
Epoch 3/4... Discriminator Loss: 1.1568... Generator Loss: 0.7487
Epoch 3/4... Discriminator Loss: 1.3076... Generator Loss: 0.6517
Epoch 3/4... Discriminator Loss: 1.1820... Generator Loss: 0.7921
Epoch 3/4... Discriminator Loss: 1.1240... Generator Loss: 0.8023
Epoch 4/4... Discriminator Loss: 1.1884... Generator Loss: 0.8147
Epoch 4/4... Discriminator Loss: 1.1753... Generator Loss: 0.9010
Epoch 4/4... Discriminator Loss: 1.2013... Generator Loss: 0.7759
Epoch 4/4... Discriminator Loss: 1.1335... Generator Loss: 0.7948
Epoch 4/4... Discriminator Loss: 1.1182... Generator Loss: 0.8111
Epoch 4/4... Discriminator Loss: 1.1736... Generator Loss: 0.7994
Epoch 4/4... Discriminator Loss: 1.2482... Generator Loss: 0.9141
Epoch 4/4... Discriminator Loss: 1.2504... Generator Loss: 0.6815
Epoch 4/4... Discriminator Loss: 1.1962... Generator Loss: 0.7131
Epoch 4/4... Discriminator Loss: 1.1207... Generator Loss: 0.8575
Epoch 4/4... Discriminator Loss: 1.1284... Generator Loss: 0.8207
Epoch 4/4... Discriminator Loss: 1.1488... Generator Loss: 0.8432
Epoch 4/4... Discriminator Loss: 1.1837... Generator Loss: 0.6607
Epoch 4/4... Discriminator Loss: 1.1835... Generator Loss: 0.7505
Epoch 4/4... Discriminator Loss: 1.1419... Generator Loss: 0.8229
Epoch 4/4... Discriminator Loss: 1.1091... Generator Loss: 0.8155
Epoch 4/4... Discriminator Loss: 1.3096... Generator Loss: 0.6201
Epoch 4/4... Discriminator Loss: 1.1750... Generator Loss: 0.7102
Epoch 4/4... Discriminator Loss: 1.1021... Generator Loss: 0.8194
Epoch 4/4... Discriminator Loss: 1.3560... Generator Loss: 0.5209
Epoch 4/4... Discriminator Loss: 1.1277... Generator Loss: 0.7760
Epoch 4/4... Discriminator Loss: 1.2361... Generator Loss: 0.9123
Epoch 4/4... Discriminator Loss: 1.1180... Generator Loss: 0.9518
Epoch 4/4... Discriminator Loss: 1.0982... Generator Loss: 0.7830
Epoch 4/4... Discriminator Loss: 1.1376... Generator Loss: 0.8014
Epoch 4/4... Discriminator Loss: 1.1242... Generator Loss: 0.7530
Epoch 4/4... Discriminator Loss: 1.1151... Generator Loss: 0.8248
Epoch 4/4... Discriminator Loss: 1.1997... Generator Loss: 0.8039
Epoch 4/4... Discriminator Loss: 1.1727... Generator Loss: 0.6833
Epoch 4/4... Discriminator Loss: 1.1914... Generator Loss: 0.7657
Epoch 4/4... Discriminator Loss: 1.1288... Generator Loss: 0.6794
Epoch 4/4... Discriminator Loss: 1.2602... Generator Loss: 0.7645
Epoch 4/4... Discriminator Loss: 1.1273... Generator Loss: 0.7908
Epoch 4/4... Discriminator Loss: 1.1821... Generator Loss: 0.9093
Epoch 4/4... Discriminator Loss: 1.1892... Generator Loss: 0.6528
Epoch 4/4... Discriminator Loss: 1.1112... Generator Loss: 0.7988
Epoch 4/4... Discriminator Loss: 1.0943... Generator Loss: 0.7436
Epoch 4/4... Discriminator Loss: 1.1128... Generator Loss: 1.0088
Epoch 4/4... Discriminator Loss: 1.1732... Generator Loss: 0.8641
Epoch 4/4... Discriminator Loss: 1.1974... Generator Loss: 0.7310
Epoch 4/4... Discriminator Loss: 1.1425... Generator Loss: 0.8228
Epoch 4/4... Discriminator Loss: 1.1318... Generator Loss: 0.7257
Epoch 4/4... Discriminator Loss: 1.2130... Generator Loss: 0.7491
Epoch 4/4... Discriminator Loss: 1.1033... Generator Loss: 0.7713
Epoch 4/4... Discriminator Loss: 1.1532... Generator Loss: 0.8344
Epoch 4/4... Discriminator Loss: 1.1862... Generator Loss: 0.8493
Epoch 4/4... Discriminator Loss: 1.2282... Generator Loss: 0.5817
Epoch 4/4... Discriminator Loss: 1.1339... Generator Loss: 1.0828
Epoch 4/4... Discriminator Loss: 1.1712... Generator Loss: 0.7443
Epoch 4/4... Discriminator Loss: 1.1478... Generator Loss: 0.7387
Epoch 4/4... Discriminator Loss: 1.1877... Generator Loss: 0.7720
Epoch 4/4... Discriminator Loss: 1.1526... Generator Loss: 0.7972
Epoch 4/4... Discriminator Loss: 1.2365... Generator Loss: 0.7082
Epoch 4/4... Discriminator Loss: 1.1536... Generator Loss: 0.6983
Epoch 4/4... Discriminator Loss: 1.1906... Generator Loss: 0.8979
Epoch 4/4... Discriminator Loss: 1.0527... Generator Loss: 0.9582
Epoch 4/4... Discriminator Loss: 1.1709... Generator Loss: 0.9726
Epoch 4/4... Discriminator Loss: 1.2042... Generator Loss: 0.6239
Epoch 4/4... Discriminator Loss: 1.1125... Generator Loss: 0.7550
Epoch 4/4... Discriminator Loss: 1.1763... Generator Loss: 0.7643
Epoch 4/4... Discriminator Loss: 1.1702... Generator Loss: 1.0957
Epoch 4/4... Discriminator Loss: 1.1409... Generator Loss: 0.8195
Epoch 4/4... Discriminator Loss: 1.1232... Generator Loss: 0.7395
Epoch 4/4... Discriminator Loss: 1.1383... Generator Loss: 0.7685
Epoch 4/4... Discriminator Loss: 1.0686... Generator Loss: 0.8907
Epoch 4/4... Discriminator Loss: 1.1029... Generator Loss: 0.7941
Epoch 4/4... Discriminator Loss: 1.1763... Generator Loss: 0.7784
Epoch 4/4... Discriminator Loss: 1.2058... Generator Loss: 0.8807
Epoch 4/4... Discriminator Loss: 1.1468... Generator Loss: 0.7595
Epoch 4/4... Discriminator Loss: 1.0640... Generator Loss: 0.9130
Epoch 4/4... Discriminator Loss: 1.1618... Generator Loss: 0.7652
Epoch 4/4... Discriminator Loss: 1.1724... Generator Loss: 0.7421
Epoch 4/4... Discriminator Loss: 1.1805... Generator Loss: 0.7850
Epoch 4/4... Discriminator Loss: 1.1258... Generator Loss: 0.8355
Epoch 4/4... Discriminator Loss: 1.1931... Generator Loss: 0.7041
Epoch 4/4... Discriminator Loss: 1.0421... Generator Loss: 0.8127
Epoch 4/4... Discriminator Loss: 1.1831... Generator Loss: 0.7540
Epoch 4/4... Discriminator Loss: 1.1772... Generator Loss: 0.7557
Epoch 4/4... Discriminator Loss: 1.1547... Generator Loss: 0.6873
Epoch 4/4... Discriminator Loss: 1.1348... Generator Loss: 0.8620
Epoch 4/4... Discriminator Loss: 1.1745... Generator Loss: 0.8930
Epoch 4/4... Discriminator Loss: 1.1806... Generator Loss: 0.8468
Epoch 4/4... Discriminator Loss: 1.1053... Generator Loss: 0.8248
Epoch 4/4... Discriminator Loss: 1.1616... Generator Loss: 0.6958
Epoch 4/4... Discriminator Loss: 1.1888... Generator Loss: 0.7892
Epoch 4/4... Discriminator Loss: 1.2324... Generator Loss: 1.0907
Epoch 4/4... Discriminator Loss: 1.2716... Generator Loss: 0.6092
Epoch 4/4... Discriminator Loss: 1.2009... Generator Loss: 0.7258
Epoch 4/4... Discriminator Loss: 1.1309... Generator Loss: 0.8585
Epoch 4/4... Discriminator Loss: 1.2155... Generator Loss: 0.8994
Epoch 4/4... Discriminator Loss: 1.2363... Generator Loss: 0.7280
Epoch 4/4... Discriminator Loss: 1.0956... Generator Loss: 0.8457
Epoch 4/4... Discriminator Loss: 1.1662... Generator Loss: 0.7315

CelebA

Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.

In [43]:
batch_size = 32
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8

celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
          celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/8... Discriminator Loss: 3.8353... Generator Loss: 0.0454
Epoch 1/8... Discriminator Loss: 2.8799... Generator Loss: 0.1106
Epoch 1/8... Discriminator Loss: 2.1028... Generator Loss: 0.2232
Epoch 1/8... Discriminator Loss: 2.2372... Generator Loss: 0.2059
Epoch 1/8... Discriminator Loss: 2.0793... Generator Loss: 0.2202
Epoch 1/8... Discriminator Loss: 1.8480... Generator Loss: 0.3013
Epoch 1/8... Discriminator Loss: 1.6398... Generator Loss: 0.3526
Epoch 1/8... Discriminator Loss: 1.4854... Generator Loss: 0.3980
Epoch 1/8... Discriminator Loss: 1.3248... Generator Loss: 0.4767
Epoch 1/8... Discriminator Loss: 1.0869... Generator Loss: 0.6144
Epoch 1/8... Discriminator Loss: 1.0395... Generator Loss: 0.6428
Epoch 1/8... Discriminator Loss: 0.7878... Generator Loss: 0.8642
Epoch 1/8... Discriminator Loss: 0.7263... Generator Loss: 0.8876
Epoch 1/8... Discriminator Loss: 0.6644... Generator Loss: 0.9989
Epoch 1/8... Discriminator Loss: 0.6685... Generator Loss: 1.0291
Epoch 1/8... Discriminator Loss: 0.6731... Generator Loss: 1.1495
Epoch 1/8... Discriminator Loss: 0.7541... Generator Loss: 0.9296
Epoch 1/8... Discriminator Loss: 0.7196... Generator Loss: 0.9772
Epoch 1/8... Discriminator Loss: 0.6290... Generator Loss: 1.2389
Epoch 1/8... Discriminator Loss: 0.6745... Generator Loss: 1.1084
Epoch 1/8... Discriminator Loss: 0.7126... Generator Loss: 1.1013
Epoch 1/8... Discriminator Loss: 0.8295... Generator Loss: 0.8181
Epoch 1/8... Discriminator Loss: 0.8056... Generator Loss: 1.0090
Epoch 1/8... Discriminator Loss: 0.5916... Generator Loss: 1.2791
Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 0.7560
Epoch 1/8... Discriminator Loss: 0.6419... Generator Loss: 1.2697
Epoch 1/8... Discriminator Loss: 0.7757... Generator Loss: 1.0522
Epoch 1/8... Discriminator Loss: 0.5490... Generator Loss: 1.5908
Epoch 1/8... Discriminator Loss: 0.5294... Generator Loss: 1.4525
Epoch 1/8... Discriminator Loss: 0.4272... Generator Loss: 2.2999
Epoch 1/8... Discriminator Loss: 0.3904... Generator Loss: 2.0551
Epoch 1/8... Discriminator Loss: 0.3866... Generator Loss: 1.8779
Epoch 1/8... Discriminator Loss: 0.3527... Generator Loss: 2.5491
Epoch 1/8... Discriminator Loss: 0.4367... Generator Loss: 1.6511
Epoch 1/8... Discriminator Loss: 0.3532... Generator Loss: 2.0445
Epoch 1/8... Discriminator Loss: 0.3233... Generator Loss: 2.5832
Epoch 1/8... Discriminator Loss: 0.7816... Generator Loss: 0.9280
Epoch 1/8... Discriminator Loss: 0.2868... Generator Loss: 2.1513
Epoch 1/8... Discriminator Loss: 0.4230... Generator Loss: 2.3067
Epoch 1/8... Discriminator Loss: 0.3799... Generator Loss: 1.7940
Epoch 1/8... Discriminator Loss: 0.6467... Generator Loss: 1.0641
Epoch 1/8... Discriminator Loss: 0.4588... Generator Loss: 1.5223
Epoch 1/8... Discriminator Loss: 0.3660... Generator Loss: 1.6812
Epoch 1/8... Discriminator Loss: 0.5033... Generator Loss: 1.3288
Epoch 1/8... Discriminator Loss: 0.5599... Generator Loss: 1.4486
Epoch 1/8... Discriminator Loss: 0.5436... Generator Loss: 1.2270
Epoch 1/8... Discriminator Loss: 0.5231... Generator Loss: 1.8263
Epoch 1/8... Discriminator Loss: 0.1596... Generator Loss: 4.5789
Epoch 1/8... Discriminator Loss: 0.6058... Generator Loss: 1.1604
Epoch 1/8... Discriminator Loss: 0.3598... Generator Loss: 3.9623
Epoch 1/8... Discriminator Loss: 0.4058... Generator Loss: 2.2697
Epoch 1/8... Discriminator Loss: 0.2474... Generator Loss: 2.3316
Epoch 1/8... Discriminator Loss: 0.2172... Generator Loss: 3.2846
Epoch 1/8... Discriminator Loss: 0.3453... Generator Loss: 2.3377
Epoch 1/8... Discriminator Loss: 0.2268... Generator Loss: 2.5543
Epoch 1/8... Discriminator Loss: 0.2446... Generator Loss: 2.5617
Epoch 1/8... Discriminator Loss: 0.3479... Generator Loss: 1.7380
Epoch 1/8... Discriminator Loss: 0.1878... Generator Loss: 4.0042
Epoch 1/8... Discriminator Loss: 0.1517... Generator Loss: 3.9816
Epoch 1/8... Discriminator Loss: 0.3141... Generator Loss: 1.8880
Epoch 1/8... Discriminator Loss: 0.2012... Generator Loss: 2.5967
Epoch 1/8... Discriminator Loss: 1.2374... Generator Loss: 1.5005
Epoch 1/8... Discriminator Loss: 0.2344... Generator Loss: 2.3903
Epoch 1/8... Discriminator Loss: 0.2575... Generator Loss: 3.1788
Epoch 1/8... Discriminator Loss: 0.2990... Generator Loss: 2.3890
Epoch 1/8... Discriminator Loss: 0.1974... Generator Loss: 2.7040
Epoch 1/8... Discriminator Loss: 0.1828... Generator Loss: 2.9400
Epoch 1/8... Discriminator Loss: 0.2690... Generator Loss: 7.9752
Epoch 1/8... Discriminator Loss: 0.4578... Generator Loss: 1.9500
Epoch 1/8... Discriminator Loss: 0.2133... Generator Loss: 2.7794
Epoch 1/8... Discriminator Loss: 0.2186... Generator Loss: 2.9192
Epoch 1/8... Discriminator Loss: 0.4677... Generator Loss: 2.6099
Epoch 1/8... Discriminator Loss: 0.4066... Generator Loss: 1.9466
Epoch 1/8... Discriminator Loss: 0.2076... Generator Loss: 4.6814
Epoch 1/8... Discriminator Loss: 0.4023... Generator Loss: 1.6643
Epoch 1/8... Discriminator Loss: 0.2667... Generator Loss: 5.5084
Epoch 1/8... Discriminator Loss: 0.1635... Generator Loss: 3.9260
Epoch 1/8... Discriminator Loss: 0.2243... Generator Loss: 3.0980
Epoch 1/8... Discriminator Loss: 0.1626... Generator Loss: 3.1947
Epoch 1/8... Discriminator Loss: 0.2744... Generator Loss: 1.9937
Epoch 1/8... Discriminator Loss: 0.3438... Generator Loss: 2.1192
Epoch 1/8... Discriminator Loss: 0.2831... Generator Loss: 2.6358
Epoch 1/8... Discriminator Loss: 0.5006... Generator Loss: 1.4667
Epoch 1/8... Discriminator Loss: 0.4035... Generator Loss: 2.4688
Epoch 1/8... Discriminator Loss: 0.2852... Generator Loss: 2.4210
Epoch 1/8... Discriminator Loss: 0.3968... Generator Loss: 1.6942
Epoch 1/8... Discriminator Loss: 0.5134... Generator Loss: 1.4761
Epoch 1/8... Discriminator Loss: 0.3983... Generator Loss: 2.2121
Epoch 1/8... Discriminator Loss: 0.2093... Generator Loss: 3.5304
Epoch 1/8... Discriminator Loss: 0.4656... Generator Loss: 2.1838
Epoch 1/8... Discriminator Loss: 0.4117... Generator Loss: 1.8870
Epoch 1/8... Discriminator Loss: 0.4693... Generator Loss: 1.7517
Epoch 1/8... Discriminator Loss: 0.1848... Generator Loss: 4.4633
Epoch 1/8... Discriminator Loss: 0.2491... Generator Loss: 2.5479
Epoch 1/8... Discriminator Loss: 0.2697... Generator Loss: 4.7969
Epoch 1/8... Discriminator Loss: 0.2403... Generator Loss: 2.8573
Epoch 1/8... Discriminator Loss: 0.8792... Generator Loss: 0.7095
Epoch 1/8... Discriminator Loss: 1.0418... Generator Loss: 0.6738
Epoch 1/8... Discriminator Loss: 0.1484... Generator Loss: 4.6372
Epoch 1/8... Discriminator Loss: 0.2172... Generator Loss: 5.7121
Epoch 1/8... Discriminator Loss: 0.2996... Generator Loss: 2.1913
Epoch 1/8... Discriminator Loss: 0.1782... Generator Loss: 3.6459
Epoch 1/8... Discriminator Loss: 0.2360... Generator Loss: 2.7841
Epoch 1/8... Discriminator Loss: 0.3330... Generator Loss: 3.8040
Epoch 1/8... Discriminator Loss: 0.3905... Generator Loss: 1.8998
Epoch 1/8... Discriminator Loss: 0.4806... Generator Loss: 1.6560
Epoch 1/8... Discriminator Loss: 0.5940... Generator Loss: 1.1548
Epoch 1/8... Discriminator Loss: 0.4050... Generator Loss: 2.5980
Epoch 1/8... Discriminator Loss: 0.4010... Generator Loss: 1.7579
Epoch 1/8... Discriminator Loss: 0.2796... Generator Loss: 2.2389
Epoch 1/8... Discriminator Loss: 0.4010... Generator Loss: 2.7953
Epoch 1/8... Discriminator Loss: 1.0117... Generator Loss: 1.7934
Epoch 1/8... Discriminator Loss: 0.3257... Generator Loss: 2.3682
Epoch 1/8... Discriminator Loss: 0.3683... Generator Loss: 2.6538
Epoch 1/8... Discriminator Loss: 1.0261... Generator Loss: 1.3245
Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 2.1570
Epoch 1/8... Discriminator Loss: 0.3685... Generator Loss: 1.9786
Epoch 1/8... Discriminator Loss: 1.1862... Generator Loss: 1.4473
Epoch 1/8... Discriminator Loss: 0.9951... Generator Loss: 1.6554
Epoch 1/8... Discriminator Loss: 0.3085... Generator Loss: 3.0999
Epoch 1/8... Discriminator Loss: 0.4719... Generator Loss: 2.0073
Epoch 1/8... Discriminator Loss: 0.3831... Generator Loss: 1.8289
Epoch 1/8... Discriminator Loss: 0.6698... Generator Loss: 2.3026
Epoch 1/8... Discriminator Loss: 0.3628... Generator Loss: 2.2532
Epoch 1/8... Discriminator Loss: 0.6415... Generator Loss: 1.2698
Epoch 1/8... Discriminator Loss: 0.6461... Generator Loss: 1.8457
Epoch 1/8... Discriminator Loss: 0.3361... Generator Loss: 3.3830
Epoch 1/8... Discriminator Loss: 0.5687... Generator Loss: 1.4611
Epoch 1/8... Discriminator Loss: 0.4089... Generator Loss: 3.4197
Epoch 1/8... Discriminator Loss: 0.1755... Generator Loss: 4.0430
Epoch 1/8... Discriminator Loss: 0.6724... Generator Loss: 1.4370
Epoch 1/8... Discriminator Loss: 1.3336... Generator Loss: 0.4973
Epoch 1/8... Discriminator Loss: 0.5030... Generator Loss: 1.4560
Epoch 1/8... Discriminator Loss: 0.3434... Generator Loss: 3.4835
Epoch 1/8... Discriminator Loss: 0.6620... Generator Loss: 1.3283
Epoch 1/8... Discriminator Loss: 1.2142... Generator Loss: 0.7570
Epoch 1/8... Discriminator Loss: 0.4055... Generator Loss: 2.4011
Epoch 1/8... Discriminator Loss: 0.8287... Generator Loss: 1.5942
Epoch 1/8... Discriminator Loss: 0.4108... Generator Loss: 2.9494
Epoch 1/8... Discriminator Loss: 0.2647... Generator Loss: 3.2885
Epoch 1/8... Discriminator Loss: 0.2897... Generator Loss: 3.5138
Epoch 1/8... Discriminator Loss: 0.7228... Generator Loss: 2.1071
Epoch 1/8... Discriminator Loss: 1.0061... Generator Loss: 0.6818
Epoch 1/8... Discriminator Loss: 0.4360... Generator Loss: 2.5768
Epoch 1/8... Discriminator Loss: 0.2611... Generator Loss: 3.7156
Epoch 1/8... Discriminator Loss: 0.3916... Generator Loss: 2.0997
Epoch 1/8... Discriminator Loss: 0.5372... Generator Loss: 2.4576
Epoch 1/8... Discriminator Loss: 0.4164... Generator Loss: 2.1180
Epoch 1/8... Discriminator Loss: 0.8440... Generator Loss: 1.4820
Epoch 1/8... Discriminator Loss: 0.6546... Generator Loss: 1.3750
Epoch 1/8... Discriminator Loss: 0.5328... Generator Loss: 2.0346
Epoch 1/8... Discriminator Loss: 0.3607... Generator Loss: 2.3103
Epoch 1/8... Discriminator Loss: 0.7940... Generator Loss: 1.1443
Epoch 1/8... Discriminator Loss: 0.7009... Generator Loss: 1.4415
Epoch 1/8... Discriminator Loss: 0.9123... Generator Loss: 1.1045
Epoch 1/8... Discriminator Loss: 0.4451... Generator Loss: 2.8415
Epoch 1/8... Discriminator Loss: 0.5611... Generator Loss: 1.8561
Epoch 1/8... Discriminator Loss: 0.6658... Generator Loss: 1.3898
Epoch 1/8... Discriminator Loss: 0.3143... Generator Loss: 3.6732
Epoch 1/8... Discriminator Loss: 0.6032... Generator Loss: 1.7392
Epoch 1/8... Discriminator Loss: 0.8541... Generator Loss: 1.0569
Epoch 1/8... Discriminator Loss: 0.7052... Generator Loss: 1.3408
Epoch 1/8... Discriminator Loss: 0.4968... Generator Loss: 2.3608
Epoch 1/8... Discriminator Loss: 0.9364... Generator Loss: 0.9330
Epoch 1/8... Discriminator Loss: 0.8305... Generator Loss: 0.9015
Epoch 1/8... Discriminator Loss: 1.0854... Generator Loss: 0.7175
Epoch 1/8... Discriminator Loss: 0.8736... Generator Loss: 1.2078
Epoch 1/8... Discriminator Loss: 0.8556... Generator Loss: 1.2546
Epoch 1/8... Discriminator Loss: 1.1275... Generator Loss: 0.7499
Epoch 1/8... Discriminator Loss: 0.9373... Generator Loss: 1.1602
Epoch 1/8... Discriminator Loss: 1.1102... Generator Loss: 0.6749
Epoch 1/8... Discriminator Loss: 0.4775... Generator Loss: 2.2515
Epoch 1/8... Discriminator Loss: 0.6562... Generator Loss: 1.4806
Epoch 1/8... Discriminator Loss: 0.6119... Generator Loss: 1.2652
Epoch 1/8... Discriminator Loss: 0.3576... Generator Loss: 3.4965
Epoch 1/8... Discriminator Loss: 1.0488... Generator Loss: 0.8747
Epoch 1/8... Discriminator Loss: 0.3446... Generator Loss: 2.9811
Epoch 1/8... Discriminator Loss: 0.5041... Generator Loss: 2.9144
Epoch 1/8... Discriminator Loss: 0.3231... Generator Loss: 3.1661
Epoch 1/8... Discriminator Loss: 1.4526... Generator Loss: 0.4730
Epoch 1/8... Discriminator Loss: 0.5220... Generator Loss: 1.8757
Epoch 1/8... Discriminator Loss: 0.4287... Generator Loss: 1.9921
Epoch 1/8... Discriminator Loss: 0.3596... Generator Loss: 2.3809
Epoch 1/8... Discriminator Loss: 0.4405... Generator Loss: 2.3345
Epoch 1/8... Discriminator Loss: 0.6878... Generator Loss: 2.1854
Epoch 1/8... Discriminator Loss: 0.2570... Generator Loss: 3.5501
Epoch 1/8... Discriminator Loss: 0.6245... Generator Loss: 1.8593
Epoch 1/8... Discriminator Loss: 0.8500... Generator Loss: 1.3632
Epoch 1/8... Discriminator Loss: 0.3844... Generator Loss: 2.6980
Epoch 1/8... Discriminator Loss: 0.5740... Generator Loss: 1.7256
Epoch 1/8... Discriminator Loss: 0.5848... Generator Loss: 1.9403
Epoch 1/8... Discriminator Loss: 0.5053... Generator Loss: 3.2206
Epoch 1/8... Discriminator Loss: 0.5484... Generator Loss: 2.0621
Epoch 1/8... Discriminator Loss: 0.3475... Generator Loss: 3.3957
Epoch 1/8... Discriminator Loss: 0.8865... Generator Loss: 1.0975
Epoch 1/8... Discriminator Loss: 0.4994... Generator Loss: 2.1305
Epoch 1/8... Discriminator Loss: 0.7621... Generator Loss: 1.1477
Epoch 1/8... Discriminator Loss: 0.7427... Generator Loss: 1.2726
Epoch 1/8... Discriminator Loss: 0.4606... Generator Loss: 1.5615
Epoch 1/8... Discriminator Loss: 0.5141... Generator Loss: 1.8713
Epoch 1/8... Discriminator Loss: 0.4855... Generator Loss: 1.9706
Epoch 1/8... Discriminator Loss: 1.0072... Generator Loss: 1.1726
Epoch 1/8... Discriminator Loss: 0.5422... Generator Loss: 2.8330
Epoch 1/8... Discriminator Loss: 0.4799... Generator Loss: 1.8681
Epoch 1/8... Discriminator Loss: 0.5262... Generator Loss: 2.0438
Epoch 1/8... Discriminator Loss: 0.9045... Generator Loss: 1.0259
Epoch 1/8... Discriminator Loss: 0.4740... Generator Loss: 2.2262
Epoch 1/8... Discriminator Loss: 0.5354... Generator Loss: 1.4352
Epoch 1/8... Discriminator Loss: 0.2524... Generator Loss: 3.8237
Epoch 1/8... Discriminator Loss: 0.8999... Generator Loss: 1.0700
Epoch 1/8... Discriminator Loss: 0.8513... Generator Loss: 1.1704
Epoch 1/8... Discriminator Loss: 0.7830... Generator Loss: 1.2013
Epoch 1/8... Discriminator Loss: 0.7351... Generator Loss: 1.2909
Epoch 1/8... Discriminator Loss: 0.3303... Generator Loss: 3.8167
Epoch 1/8... Discriminator Loss: 0.6874... Generator Loss: 1.4213
Epoch 1/8... Discriminator Loss: 0.6639... Generator Loss: 1.6804
Epoch 1/8... Discriminator Loss: 0.2953... Generator Loss: 3.6797
Epoch 1/8... Discriminator Loss: 0.8149... Generator Loss: 1.4458
Epoch 1/8... Discriminator Loss: 0.5183... Generator Loss: 2.0809
Epoch 1/8... Discriminator Loss: 0.5200... Generator Loss: 1.6478
Epoch 1/8... Discriminator Loss: 0.8116... Generator Loss: 1.2601
Epoch 1/8... Discriminator Loss: 0.6567... Generator Loss: 1.3935
Epoch 1/8... Discriminator Loss: 0.6634... Generator Loss: 1.3311
Epoch 1/8... Discriminator Loss: 0.7120... Generator Loss: 1.6946
Epoch 1/8... Discriminator Loss: 1.0409... Generator Loss: 1.0610
Epoch 1/8... Discriminator Loss: 0.3063... Generator Loss: 4.2183
Epoch 1/8... Discriminator Loss: 0.5609... Generator Loss: 1.6778
Epoch 1/8... Discriminator Loss: 0.7016... Generator Loss: 1.5006
Epoch 1/8... Discriminator Loss: 0.4615... Generator Loss: 2.0938
Epoch 1/8... Discriminator Loss: 0.6512... Generator Loss: 1.5769
Epoch 1/8... Discriminator Loss: 0.7234... Generator Loss: 1.7313
Epoch 1/8... Discriminator Loss: 0.3372... Generator Loss: 2.9961
Epoch 1/8... Discriminator Loss: 0.6375... Generator Loss: 2.1327
Epoch 1/8... Discriminator Loss: 0.8918... Generator Loss: 1.4216
Epoch 1/8... Discriminator Loss: 0.3884... Generator Loss: 2.5963
Epoch 1/8... Discriminator Loss: 0.6677... Generator Loss: 1.1628
Epoch 1/8... Discriminator Loss: 0.6105... Generator Loss: 1.6484
Epoch 1/8... Discriminator Loss: 0.5011... Generator Loss: 1.8526
Epoch 1/8... Discriminator Loss: 0.9062... Generator Loss: 0.8616
Epoch 1/8... Discriminator Loss: 0.2088... Generator Loss: 4.7342
Epoch 1/8... Discriminator Loss: 0.9061... Generator Loss: 0.8813
Epoch 1/8... Discriminator Loss: 0.6183... Generator Loss: 1.3617
Epoch 1/8... Discriminator Loss: 0.9198... Generator Loss: 0.7979
Epoch 1/8... Discriminator Loss: 0.6485... Generator Loss: 1.3960
Epoch 1/8... Discriminator Loss: 0.9055... Generator Loss: 1.1230
Epoch 1/8... Discriminator Loss: 0.5044... Generator Loss: 2.6857
Epoch 1/8... Discriminator Loss: 0.3645... Generator Loss: 2.3111
Epoch 1/8... Discriminator Loss: 0.8145... Generator Loss: 1.2700
Epoch 1/8... Discriminator Loss: 0.8129... Generator Loss: 1.0186
Epoch 1/8... Discriminator Loss: 0.6540... Generator Loss: 2.0675
Epoch 1/8... Discriminator Loss: 0.8336... Generator Loss: 1.8443
Epoch 1/8... Discriminator Loss: 0.8675... Generator Loss: 1.0411
Epoch 1/8... Discriminator Loss: 1.0806... Generator Loss: 0.6999
Epoch 1/8... Discriminator Loss: 0.6648... Generator Loss: 1.3812
Epoch 1/8... Discriminator Loss: 0.7345... Generator Loss: 1.1705
Epoch 1/8... Discriminator Loss: 0.5900... Generator Loss: 1.8209
Epoch 1/8... Discriminator Loss: 0.2496... Generator Loss: 5.0701
Epoch 1/8... Discriminator Loss: 1.0695... Generator Loss: 1.1038
Epoch 1/8... Discriminator Loss: 0.6800... Generator Loss: 1.6745
Epoch 1/8... Discriminator Loss: 0.6245... Generator Loss: 1.6279
Epoch 1/8... Discriminator Loss: 0.3409... Generator Loss: 3.3129
Epoch 1/8... Discriminator Loss: 0.2664... Generator Loss: 3.1495
Epoch 1/8... Discriminator Loss: 0.6657... Generator Loss: 1.5129
Epoch 1/8... Discriminator Loss: 0.6021... Generator Loss: 2.8941
Epoch 1/8... Discriminator Loss: 1.0227... Generator Loss: 0.7947
Epoch 1/8... Discriminator Loss: 0.4128... Generator Loss: 3.0398
Epoch 1/8... Discriminator Loss: 0.2839... Generator Loss: 2.9863
Epoch 1/8... Discriminator Loss: 0.7538... Generator Loss: 1.0945
Epoch 1/8... Discriminator Loss: 0.4875... Generator Loss: 1.4957
Epoch 1/8... Discriminator Loss: 0.8134... Generator Loss: 1.9656
Epoch 1/8... Discriminator Loss: 0.5042... Generator Loss: 1.8558
Epoch 1/8... Discriminator Loss: 0.4516... Generator Loss: 2.6834
Epoch 1/8... Discriminator Loss: 0.5349... Generator Loss: 1.7200
Epoch 1/8... Discriminator Loss: 0.6592... Generator Loss: 1.5731
Epoch 1/8... Discriminator Loss: 0.6458... Generator Loss: 1.5663
Epoch 1/8... Discriminator Loss: 0.3395... Generator Loss: 3.6702
Epoch 1/8... Discriminator Loss: 0.4314... Generator Loss: 1.8731
Epoch 1/8... Discriminator Loss: 0.9535... Generator Loss: 1.5290
Epoch 1/8... Discriminator Loss: 0.8286... Generator Loss: 1.0318
Epoch 1/8... Discriminator Loss: 0.7547... Generator Loss: 2.6992
Epoch 1/8... Discriminator Loss: 0.4145... Generator Loss: 2.6543
Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 1.8220
Epoch 1/8... Discriminator Loss: 0.5821... Generator Loss: 1.9901
Epoch 1/8... Discriminator Loss: 0.5847... Generator Loss: 3.2996
Epoch 1/8... Discriminator Loss: 0.8042... Generator Loss: 1.3098
Epoch 1/8... Discriminator Loss: 0.6776... Generator Loss: 1.3922
Epoch 1/8... Discriminator Loss: 1.1182... Generator Loss: 0.7109
Epoch 1/8... Discriminator Loss: 0.8688... Generator Loss: 0.9534
Epoch 1/8... Discriminator Loss: 0.6281... Generator Loss: 1.6889
Epoch 1/8... Discriminator Loss: 0.5881... Generator Loss: 2.7072
Epoch 1/8... Discriminator Loss: 0.8291... Generator Loss: 1.1290
Epoch 1/8... Discriminator Loss: 0.6014... Generator Loss: 1.8514
Epoch 1/8... Discriminator Loss: 0.4812... Generator Loss: 3.2630
Epoch 1/8... Discriminator Loss: 0.8313... Generator Loss: 1.5543
Epoch 1/8... Discriminator Loss: 0.2440... Generator Loss: 4.9319
Epoch 1/8... Discriminator Loss: 0.5205... Generator Loss: 2.5790
Epoch 1/8... Discriminator Loss: 0.8319... Generator Loss: 1.6684
Epoch 1/8... Discriminator Loss: 0.3927... Generator Loss: 2.5676
Epoch 1/8... Discriminator Loss: 0.5460... Generator Loss: 1.8520
Epoch 1/8... Discriminator Loss: 0.4905... Generator Loss: 2.2476
Epoch 1/8... Discriminator Loss: 0.6480... Generator Loss: 1.3486
Epoch 1/8... Discriminator Loss: 0.4130... Generator Loss: 2.6407
Epoch 1/8... Discriminator Loss: 0.6536... Generator Loss: 1.9299
Epoch 1/8... Discriminator Loss: 0.8078... Generator Loss: 1.1097
Epoch 1/8... Discriminator Loss: 0.6494... Generator Loss: 1.8757
Epoch 1/8... Discriminator Loss: 0.7496... Generator Loss: 1.4278
Epoch 1/8... Discriminator Loss: 0.5289... Generator Loss: 2.3727
Epoch 1/8... Discriminator Loss: 0.8429... Generator Loss: 1.5853
Epoch 1/8... Discriminator Loss: 0.6145... Generator Loss: 2.1503
Epoch 1/8... Discriminator Loss: 0.8028... Generator Loss: 1.2726
Epoch 1/8... Discriminator Loss: 0.4985... Generator Loss: 2.1737
Epoch 1/8... Discriminator Loss: 0.4910... Generator Loss: 2.0088
Epoch 1/8... Discriminator Loss: 0.8649... Generator Loss: 1.0294
Epoch 1/8... Discriminator Loss: 1.0075... Generator Loss: 0.7259
Epoch 1/8... Discriminator Loss: 0.9857... Generator Loss: 0.8380
Epoch 1/8... Discriminator Loss: 0.6202... Generator Loss: 1.4988
Epoch 1/8... Discriminator Loss: 0.5042... Generator Loss: 2.2295
Epoch 1/8... Discriminator Loss: 0.9423... Generator Loss: 1.1760
Epoch 1/8... Discriminator Loss: 1.0563... Generator Loss: 0.7639
Epoch 1/8... Discriminator Loss: 0.6345... Generator Loss: 1.6576
Epoch 1/8... Discriminator Loss: 0.4867... Generator Loss: 2.3623
Epoch 1/8... Discriminator Loss: 0.6406... Generator Loss: 1.7357
Epoch 1/8... Discriminator Loss: 0.9475... Generator Loss: 1.3089
Epoch 1/8... Discriminator Loss: 0.6455... Generator Loss: 2.4478
Epoch 1/8... Discriminator Loss: 0.4990... Generator Loss: 2.8576
Epoch 1/8... Discriminator Loss: 0.2381... Generator Loss: 3.7288
Epoch 1/8... Discriminator Loss: 0.6503... Generator Loss: 2.1747
Epoch 1/8... Discriminator Loss: 0.8079... Generator Loss: 1.1796
Epoch 1/8... Discriminator Loss: 0.6249... Generator Loss: 2.3681
Epoch 1/8... Discriminator Loss: 0.7396... Generator Loss: 1.5316
Epoch 1/8... Discriminator Loss: 0.7960... Generator Loss: 2.0174
Epoch 1/8... Discriminator Loss: 0.7968... Generator Loss: 1.5773
Epoch 1/8... Discriminator Loss: 0.9405... Generator Loss: 0.9961
Epoch 1/8... Discriminator Loss: 0.8379... Generator Loss: 0.8995
Epoch 1/8... Discriminator Loss: 1.1722... Generator Loss: 0.9633
Epoch 1/8... Discriminator Loss: 0.9752... Generator Loss: 0.9902
Epoch 1/8... Discriminator Loss: 0.9068... Generator Loss: 0.9245
Epoch 1/8... Discriminator Loss: 0.8930... Generator Loss: 0.9735
Epoch 1/8... Discriminator Loss: 1.0982... Generator Loss: 0.7284
Epoch 1/8... Discriminator Loss: 0.3773... Generator Loss: 2.3262
Epoch 1/8... Discriminator Loss: 0.5137... Generator Loss: 2.4942
Epoch 1/8... Discriminator Loss: 0.6717... Generator Loss: 1.5814
Epoch 1/8... Discriminator Loss: 0.7286... Generator Loss: 1.3953
Epoch 1/8... Discriminator Loss: 0.5727... Generator Loss: 1.6720
Epoch 1/8... Discriminator Loss: 0.8883... Generator Loss: 1.2017
Epoch 1/8... Discriminator Loss: 1.4296... Generator Loss: 0.6100
Epoch 1/8... Discriminator Loss: 0.7556... Generator Loss: 1.8765
Epoch 1/8... Discriminator Loss: 0.5643... Generator Loss: 2.2832
Epoch 1/8... Discriminator Loss: 0.8436... Generator Loss: 1.8507
Epoch 1/8... Discriminator Loss: 0.4990... Generator Loss: 2.1461
Epoch 1/8... Discriminator Loss: 0.7390... Generator Loss: 1.7783
Epoch 1/8... Discriminator Loss: 0.9435... Generator Loss: 0.8365
Epoch 1/8... Discriminator Loss: 0.6442... Generator Loss: 1.4310
Epoch 1/8... Discriminator Loss: 0.6981... Generator Loss: 1.6198
Epoch 1/8... Discriminator Loss: 0.6942... Generator Loss: 1.3932
Epoch 1/8... Discriminator Loss: 0.5413... Generator Loss: 1.9783
Epoch 1/8... Discriminator Loss: 0.5847... Generator Loss: 2.3616
Epoch 1/8... Discriminator Loss: 2.0581... Generator Loss: 1.7754
Epoch 1/8... Discriminator Loss: 0.9228... Generator Loss: 1.3101
Epoch 1/8... Discriminator Loss: 0.6328... Generator Loss: 1.5814
Epoch 1/8... Discriminator Loss: 1.2938... Generator Loss: 0.7479
Epoch 1/8... Discriminator Loss: 0.6750... Generator Loss: 1.7619
Epoch 1/8... Discriminator Loss: 0.8976... Generator Loss: 1.9935
Epoch 1/8... Discriminator Loss: 0.5521... Generator Loss: 2.1790
Epoch 1/8... Discriminator Loss: 0.5888... Generator Loss: 2.1959
Epoch 1/8... Discriminator Loss: 0.5311... Generator Loss: 1.9503
Epoch 1/8... Discriminator Loss: 0.9067... Generator Loss: 1.1588
Epoch 1/8... Discriminator Loss: 0.8890... Generator Loss: 1.1165
Epoch 1/8... Discriminator Loss: 0.8058... Generator Loss: 1.0931
Epoch 1/8... Discriminator Loss: 0.2516... Generator Loss: 4.6651
Epoch 1/8... Discriminator Loss: 0.7284... Generator Loss: 1.0875
Epoch 1/8... Discriminator Loss: 0.6884... Generator Loss: 1.8773
Epoch 1/8... Discriminator Loss: 1.2401... Generator Loss: 0.7664
Epoch 1/8... Discriminator Loss: 0.8993... Generator Loss: 0.9260
Epoch 1/8... Discriminator Loss: 0.9310... Generator Loss: 0.7794
Epoch 1/8... Discriminator Loss: 0.9240... Generator Loss: 1.2108
Epoch 1/8... Discriminator Loss: 0.8708... Generator Loss: 1.0495
Epoch 1/8... Discriminator Loss: 0.7744... Generator Loss: 1.3135
Epoch 1/8... Discriminator Loss: 1.0566... Generator Loss: 1.5577
Epoch 1/8... Discriminator Loss: 0.8701... Generator Loss: 1.2102
Epoch 1/8... Discriminator Loss: 0.8702... Generator Loss: 1.1856
Epoch 1/8... Discriminator Loss: 0.7712... Generator Loss: 1.3391
Epoch 1/8... Discriminator Loss: 0.5411... Generator Loss: 2.4166
Epoch 1/8... Discriminator Loss: 0.8591... Generator Loss: 1.2767
Epoch 1/8... Discriminator Loss: 0.7210... Generator Loss: 1.0314
Epoch 1/8... Discriminator Loss: 0.4965... Generator Loss: 2.5846
Epoch 1/8... Discriminator Loss: 0.9737... Generator Loss: 1.0451
Epoch 1/8... Discriminator Loss: 1.0506... Generator Loss: 1.1487
Epoch 1/8... Discriminator Loss: 0.5779... Generator Loss: 1.4939
Epoch 1/8... Discriminator Loss: 0.5770... Generator Loss: 1.8033
Epoch 1/8... Discriminator Loss: 0.5128... Generator Loss: 3.0790
Epoch 1/8... Discriminator Loss: 0.8200... Generator Loss: 1.3817
Epoch 1/8... Discriminator Loss: 0.4809... Generator Loss: 2.1338
Epoch 1/8... Discriminator Loss: 0.8330... Generator Loss: 1.0805
Epoch 1/8... Discriminator Loss: 0.5283... Generator Loss: 2.1083
Epoch 1/8... Discriminator Loss: 1.1782... Generator Loss: 0.7357
Epoch 1/8... Discriminator Loss: 0.9498... Generator Loss: 1.3596
Epoch 1/8... Discriminator Loss: 0.9535... Generator Loss: 1.8334
Epoch 1/8... Discriminator Loss: 0.3620... Generator Loss: 4.5656
Epoch 1/8... Discriminator Loss: 0.8757... Generator Loss: 0.9283
Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.4518
Epoch 1/8... Discriminator Loss: 0.5828... Generator Loss: 1.4890
Epoch 1/8... Discriminator Loss: 0.3920... Generator Loss: 4.9680
Epoch 1/8... Discriminator Loss: 0.7672... Generator Loss: 1.7364
Epoch 1/8... Discriminator Loss: 0.4398... Generator Loss: 2.4031
Epoch 1/8... Discriminator Loss: 0.9981... Generator Loss: 0.9237
Epoch 1/8... Discriminator Loss: 0.3917... Generator Loss: 3.6995
Epoch 1/8... Discriminator Loss: 1.0327... Generator Loss: 1.8210
Epoch 1/8... Discriminator Loss: 0.8296... Generator Loss: 1.0973
Epoch 1/8... Discriminator Loss: 0.7836... Generator Loss: 1.8956
Epoch 1/8... Discriminator Loss: 0.6827... Generator Loss: 1.4074
Epoch 1/8... Discriminator Loss: 0.6687... Generator Loss: 1.8783
Epoch 1/8... Discriminator Loss: 1.1297... Generator Loss: 0.6292
Epoch 1/8... Discriminator Loss: 0.9012... Generator Loss: 1.5851
Epoch 1/8... Discriminator Loss: 0.8204... Generator Loss: 1.5118
Epoch 1/8... Discriminator Loss: 0.5090... Generator Loss: 7.2745
Epoch 1/8... Discriminator Loss: 0.9086... Generator Loss: 1.4808
Epoch 1/8... Discriminator Loss: 1.0455... Generator Loss: 0.8526
Epoch 1/8... Discriminator Loss: 0.7827... Generator Loss: 1.4970
Epoch 1/8... Discriminator Loss: 1.0238... Generator Loss: 1.0410
Epoch 1/8... Discriminator Loss: 0.4177... Generator Loss: 3.0387
Epoch 1/8... Discriminator Loss: 0.3806... Generator Loss: 3.3599
Epoch 1/8... Discriminator Loss: 0.3538... Generator Loss: 7.0908
Epoch 1/8... Discriminator Loss: 0.6149... Generator Loss: 1.5736
Epoch 1/8... Discriminator Loss: 0.9835... Generator Loss: 1.3018
Epoch 1/8... Discriminator Loss: 0.9463... Generator Loss: 1.0598
Epoch 1/8... Discriminator Loss: 0.6988... Generator Loss: 2.0419
Epoch 1/8... Discriminator Loss: 1.1707... Generator Loss: 0.5842
Epoch 1/8... Discriminator Loss: 0.8208... Generator Loss: 1.4803
Epoch 1/8... Discriminator Loss: 1.1004... Generator Loss: 0.7013
Epoch 1/8... Discriminator Loss: 0.9126... Generator Loss: 1.5879
Epoch 1/8... Discriminator Loss: 0.7950... Generator Loss: 1.9103
Epoch 1/8... Discriminator Loss: 1.0279... Generator Loss: 0.9950
Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 2.1355
Epoch 1/8... Discriminator Loss: 1.0842... Generator Loss: 0.6867
Epoch 1/8... Discriminator Loss: 0.8689... Generator Loss: 1.5645
Epoch 1/8... Discriminator Loss: 0.8950... Generator Loss: 1.1363
Epoch 1/8... Discriminator Loss: 1.1671... Generator Loss: 0.7528
Epoch 1/8... Discriminator Loss: 0.6573... Generator Loss: 2.4430
Epoch 1/8... Discriminator Loss: 0.9315... Generator Loss: 0.8983
Epoch 1/8... Discriminator Loss: 0.9135... Generator Loss: 1.0747
Epoch 1/8... Discriminator Loss: 1.2767... Generator Loss: 0.8537
Epoch 1/8... Discriminator Loss: 0.7725... Generator Loss: 1.3258
Epoch 1/8... Discriminator Loss: 0.5292... Generator Loss: 3.2910
Epoch 1/8... Discriminator Loss: 1.1485... Generator Loss: 0.7503
Epoch 1/8... Discriminator Loss: 0.6502... Generator Loss: 1.7842
Epoch 1/8... Discriminator Loss: 0.7956... Generator Loss: 1.7772
Epoch 1/8... Discriminator Loss: 0.7108... Generator Loss: 1.6301
Epoch 1/8... Discriminator Loss: 0.7641... Generator Loss: 1.4166
Epoch 1/8... Discriminator Loss: 0.8157... Generator Loss: 1.2350
Epoch 1/8... Discriminator Loss: 1.2453... Generator Loss: 0.7410
Epoch 1/8... Discriminator Loss: 1.0446... Generator Loss: 0.8996
Epoch 1/8... Discriminator Loss: 0.9804... Generator Loss: 0.8770
Epoch 1/8... Discriminator Loss: 1.0531... Generator Loss: 0.7919
Epoch 1/8... Discriminator Loss: 0.4824... Generator Loss: 4.7850
Epoch 1/8... Discriminator Loss: 0.7348... Generator Loss: 1.3430
Epoch 1/8... Discriminator Loss: 1.0249... Generator Loss: 0.9538
Epoch 1/8... Discriminator Loss: 0.6391... Generator Loss: 2.1986
Epoch 1/8... Discriminator Loss: 0.9293... Generator Loss: 1.0780
Epoch 1/8... Discriminator Loss: 0.5095... Generator Loss: 2.4284
Epoch 1/8... Discriminator Loss: 0.7592... Generator Loss: 1.4388
Epoch 1/8... Discriminator Loss: 0.7069... Generator Loss: 1.7084
Epoch 1/8... Discriminator Loss: 0.9383... Generator Loss: 0.8783
Epoch 1/8... Discriminator Loss: 0.8716... Generator Loss: 1.1215
Epoch 1/8... Discriminator Loss: 0.9818... Generator Loss: 0.9353
Epoch 1/8... Discriminator Loss: 0.9132... Generator Loss: 1.2605
Epoch 1/8... Discriminator Loss: 0.6632... Generator Loss: 1.6260
Epoch 1/8... Discriminator Loss: 0.7100... Generator Loss: 1.4258
Epoch 1/8... Discriminator Loss: 0.7465... Generator Loss: 1.7429
Epoch 1/8... Discriminator Loss: 0.7717... Generator Loss: 1.7970
Epoch 1/8... Discriminator Loss: 0.6307... Generator Loss: 3.1957
Epoch 1/8... Discriminator Loss: 1.0332... Generator Loss: 1.0501
Epoch 1/8... Discriminator Loss: 1.1409... Generator Loss: 0.7104
Epoch 1/8... Discriminator Loss: 1.1362... Generator Loss: 0.7405
Epoch 1/8... Discriminator Loss: 0.6269... Generator Loss: 1.7585
Epoch 1/8... Discriminator Loss: 1.3296... Generator Loss: 0.7182
Epoch 1/8... Discriminator Loss: 1.0934... Generator Loss: 1.1292
Epoch 1/8... Discriminator Loss: 0.9032... Generator Loss: 1.2267
Epoch 1/8... Discriminator Loss: 0.7037... Generator Loss: 2.4639
Epoch 1/8... Discriminator Loss: 0.5086... Generator Loss: 2.2147
Epoch 1/8... Discriminator Loss: 0.7448... Generator Loss: 1.2176
Epoch 1/8... Discriminator Loss: 0.8837... Generator Loss: 1.1413
Epoch 1/8... Discriminator Loss: 1.1383... Generator Loss: 0.9395
Epoch 1/8... Discriminator Loss: 0.9521... Generator Loss: 1.4471
Epoch 1/8... Discriminator Loss: 1.0034... Generator Loss: 1.5348
Epoch 1/8... Discriminator Loss: 0.5959... Generator Loss: 1.6544
Epoch 1/8... Discriminator Loss: 0.8051... Generator Loss: 1.7362
Epoch 1/8... Discriminator Loss: 0.6276... Generator Loss: 1.6278
Epoch 1/8... Discriminator Loss: 0.8368... Generator Loss: 1.1802
Epoch 1/8... Discriminator Loss: 0.8076... Generator Loss: 1.3659
Epoch 1/8... Discriminator Loss: 1.3086... Generator Loss: 0.7747
Epoch 1/8... Discriminator Loss: 0.7536... Generator Loss: 1.9052
Epoch 1/8... Discriminator Loss: 0.7930... Generator Loss: 1.5157
Epoch 1/8... Discriminator Loss: 0.6503... Generator Loss: 2.0950
Epoch 1/8... Discriminator Loss: 1.0526... Generator Loss: 0.8572
Epoch 1/8... Discriminator Loss: 0.9200... Generator Loss: 0.8520
Epoch 1/8... Discriminator Loss: 1.2542... Generator Loss: 0.6132
Epoch 1/8... Discriminator Loss: 0.3867... Generator Loss: 2.9402
Epoch 1/8... Discriminator Loss: 1.0498... Generator Loss: 1.0089
Epoch 1/8... Discriminator Loss: 1.0157... Generator Loss: 1.1716
Epoch 1/8... Discriminator Loss: 0.9687... Generator Loss: 1.0002
Epoch 1/8... Discriminator Loss: 1.1995... Generator Loss: 0.8539
Epoch 1/8... Discriminator Loss: 1.0303... Generator Loss: 0.7452
Epoch 1/8... Discriminator Loss: 1.0054... Generator Loss: 1.2825
Epoch 1/8... Discriminator Loss: 1.1240... Generator Loss: 0.7075
Epoch 1/8... Discriminator Loss: 0.9128... Generator Loss: 1.0639
Epoch 1/8... Discriminator Loss: 0.4993... Generator Loss: 2.6820
Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.8523
Epoch 1/8... Discriminator Loss: 1.2195... Generator Loss: 0.8184
Epoch 1/8... Discriminator Loss: 1.3754... Generator Loss: 0.5329
Epoch 1/8... Discriminator Loss: 1.0100... Generator Loss: 1.1201
Epoch 1/8... Discriminator Loss: 0.4374... Generator Loss: 3.3262
Epoch 1/8... Discriminator Loss: 0.9649... Generator Loss: 1.2339
Epoch 1/8... Discriminator Loss: 0.4667... Generator Loss: 3.4331
Epoch 1/8... Discriminator Loss: 0.9403... Generator Loss: 1.1119
Epoch 1/8... Discriminator Loss: 0.9319... Generator Loss: 1.0839
Epoch 1/8... Discriminator Loss: 0.9387... Generator Loss: 1.0009
Epoch 1/8... Discriminator Loss: 1.1973... Generator Loss: 0.9546
Epoch 1/8... Discriminator Loss: 1.2285... Generator Loss: 0.8592
Epoch 1/8... Discriminator Loss: 1.0953... Generator Loss: 1.3639
Epoch 1/8... Discriminator Loss: 0.8309... Generator Loss: 1.6041
Epoch 1/8... Discriminator Loss: 0.7444... Generator Loss: 2.0098
Epoch 1/8... Discriminator Loss: 0.9540... Generator Loss: 1.1449
Epoch 1/8... Discriminator Loss: 0.5380... Generator Loss: 1.9688
Epoch 1/8... Discriminator Loss: 0.4459... Generator Loss: 2.8978
Epoch 1/8... Discriminator Loss: 0.7235... Generator Loss: 1.5350
Epoch 1/8... Discriminator Loss: 0.8218... Generator Loss: 1.4029
Epoch 1/8... Discriminator Loss: 0.6040... Generator Loss: 2.1946
Epoch 1/8... Discriminator Loss: 1.0168... Generator Loss: 0.8715
Epoch 1/8... Discriminator Loss: 0.7064... Generator Loss: 2.2794
Epoch 1/8... Discriminator Loss: 1.2615... Generator Loss: 0.6979
Epoch 1/8... Discriminator Loss: 1.0144... Generator Loss: 0.9978
Epoch 1/8... Discriminator Loss: 0.8866... Generator Loss: 1.0807
Epoch 1/8... Discriminator Loss: 0.9088... Generator Loss: 1.1935
Epoch 1/8... Discriminator Loss: 0.9269... Generator Loss: 1.2258
Epoch 1/8... Discriminator Loss: 1.0214... Generator Loss: 0.9756
Epoch 1/8... Discriminator Loss: 0.8020... Generator Loss: 1.4710
Epoch 1/8... Discriminator Loss: 0.7150... Generator Loss: 1.1998
Epoch 1/8... Discriminator Loss: 1.0763... Generator Loss: 0.9059
Epoch 1/8... Discriminator Loss: 0.9463... Generator Loss: 1.1934
Epoch 1/8... Discriminator Loss: 0.7530... Generator Loss: 1.3946
Epoch 1/8... Discriminator Loss: 1.1551... Generator Loss: 0.8488
Epoch 1/8... Discriminator Loss: 1.1027... Generator Loss: 0.9150
Epoch 1/8... Discriminator Loss: 1.3426... Generator Loss: 0.7004
Epoch 1/8... Discriminator Loss: 0.8635... Generator Loss: 1.2832
Epoch 1/8... Discriminator Loss: 1.1385... Generator Loss: 1.1374
Epoch 1/8... Discriminator Loss: 1.1100... Generator Loss: 1.1561
Epoch 1/8... Discriminator Loss: 1.3021... Generator Loss: 0.5466
Epoch 1/8... Discriminator Loss: 0.6953... Generator Loss: 1.7476
Epoch 1/8... Discriminator Loss: 0.9785... Generator Loss: 0.9061
Epoch 1/8... Discriminator Loss: 0.7385... Generator Loss: 1.5074
Epoch 1/8... Discriminator Loss: 0.5309... Generator Loss: 2.3486
Epoch 1/8... Discriminator Loss: 1.0553... Generator Loss: 1.5722
Epoch 1/8... Discriminator Loss: 0.8195... Generator Loss: 1.5672
Epoch 1/8... Discriminator Loss: 1.0709... Generator Loss: 0.8540
Epoch 1/8... Discriminator Loss: 1.3703... Generator Loss: 0.5200
Epoch 1/8... Discriminator Loss: 0.9037... Generator Loss: 1.0346
Epoch 1/8... Discriminator Loss: 1.3063... Generator Loss: 0.7745
Epoch 1/8... Discriminator Loss: 0.7308... Generator Loss: 1.5186
Epoch 1/8... Discriminator Loss: 1.1241... Generator Loss: 1.3866
Epoch 1/8... Discriminator Loss: 1.0669... Generator Loss: 0.9157
Epoch 1/8... Discriminator Loss: 1.3072... Generator Loss: 0.5468
Epoch 1/8... Discriminator Loss: 1.0557... Generator Loss: 0.9175
Epoch 1/8... Discriminator Loss: 0.8841... Generator Loss: 1.1674
Epoch 1/8... Discriminator Loss: 0.8877... Generator Loss: 1.9808
Epoch 1/8... Discriminator Loss: 1.0239... Generator Loss: 0.8105
Epoch 1/8... Discriminator Loss: 1.0001... Generator Loss: 0.8998
Epoch 1/8... Discriminator Loss: 0.9171... Generator Loss: 1.2353
Epoch 1/8... Discriminator Loss: 0.9179... Generator Loss: 1.3734
Epoch 1/8... Discriminator Loss: 1.2320... Generator Loss: 0.9858
Epoch 1/8... Discriminator Loss: 1.0625... Generator Loss: 1.0962
Epoch 1/8... Discriminator Loss: 0.8268... Generator Loss: 1.4276
Epoch 1/8... Discriminator Loss: 0.9291... Generator Loss: 1.0273
Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 1.3259
Epoch 1/8... Discriminator Loss: 1.1731... Generator Loss: 0.6994
Epoch 1/8... Discriminator Loss: 0.7308... Generator Loss: 1.5797
Epoch 1/8... Discriminator Loss: 0.7047... Generator Loss: 1.5045
Epoch 1/8... Discriminator Loss: 1.0846... Generator Loss: 0.7654
Epoch 1/8... Discriminator Loss: 1.0560... Generator Loss: 0.7417
Epoch 1/8... Discriminator Loss: 1.1137... Generator Loss: 0.6593
Epoch 1/8... Discriminator Loss: 0.8388... Generator Loss: 1.8356
Epoch 1/8... Discriminator Loss: 1.1493... Generator Loss: 0.8311
Epoch 1/8... Discriminator Loss: 0.5677... Generator Loss: 4.0126
Epoch 1/8... Discriminator Loss: 1.1048... Generator Loss: 0.8730
Epoch 1/8... Discriminator Loss: 1.1674... Generator Loss: 0.7634
Epoch 1/8... Discriminator Loss: 1.0165... Generator Loss: 0.8170
Epoch 1/8... Discriminator Loss: 0.9096... Generator Loss: 1.0754
Epoch 1/8... Discriminator Loss: 0.9832... Generator Loss: 1.0645
Epoch 1/8... Discriminator Loss: 1.2524... Generator Loss: 0.7319
Epoch 1/8... Discriminator Loss: 1.3011... Generator Loss: 0.6116
Epoch 1/8... Discriminator Loss: 0.6949... Generator Loss: 1.5446
Epoch 1/8... Discriminator Loss: 1.0355... Generator Loss: 1.0507
Epoch 1/8... Discriminator Loss: 1.2424... Generator Loss: 0.6769
Epoch 1/8... Discriminator Loss: 1.3248... Generator Loss: 0.7085
Epoch 1/8... Discriminator Loss: 1.2567... Generator Loss: 0.8545
Epoch 1/8... Discriminator Loss: 1.1581... Generator Loss: 0.7935
Epoch 1/8... Discriminator Loss: 1.2334... Generator Loss: 0.8698
Epoch 1/8... Discriminator Loss: 1.3352... Generator Loss: 0.7479
Epoch 1/8... Discriminator Loss: 1.2725... Generator Loss: 0.5871
Epoch 1/8... Discriminator Loss: 1.2494... Generator Loss: 0.7204
Epoch 1/8... Discriminator Loss: 1.1375... Generator Loss: 0.8717
Epoch 1/8... Discriminator Loss: 1.1486... Generator Loss: 0.8826
Epoch 1/8... Discriminator Loss: 1.2317... Generator Loss: 0.8396
Epoch 1/8... Discriminator Loss: 1.5269... Generator Loss: 0.5417
Epoch 1/8... Discriminator Loss: 1.3182... Generator Loss: 0.7065
Epoch 1/8... Discriminator Loss: 1.0489... Generator Loss: 1.0152
Epoch 1/8... Discriminator Loss: 0.9480... Generator Loss: 1.3511
Epoch 1/8... Discriminator Loss: 1.0555... Generator Loss: 0.9517
Epoch 1/8... Discriminator Loss: 1.2681... Generator Loss: 0.5658
Epoch 1/8... Discriminator Loss: 0.8326... Generator Loss: 1.8021
Epoch 1/8... Discriminator Loss: 1.0756... Generator Loss: 0.8316
Epoch 1/8... Discriminator Loss: 1.0131... Generator Loss: 0.9526
Epoch 1/8... Discriminator Loss: 1.1990... Generator Loss: 0.6859
Epoch 1/8... Discriminator Loss: 0.9613... Generator Loss: 1.4056
Epoch 1/8... Discriminator Loss: 0.9225... Generator Loss: 0.9592
Epoch 1/8... Discriminator Loss: 0.9417... Generator Loss: 1.0394
Epoch 1/8... Discriminator Loss: 1.0362... Generator Loss: 1.0549
Epoch 1/8... Discriminator Loss: 1.2810... Generator Loss: 0.6854
Epoch 1/8... Discriminator Loss: 0.8282... Generator Loss: 1.4234
Epoch 1/8... Discriminator Loss: 1.2115... Generator Loss: 0.8898
Epoch 1/8... Discriminator Loss: 1.2911... Generator Loss: 0.9685
Epoch 1/8... Discriminator Loss: 0.5860... Generator Loss: 2.1888
Epoch 1/8... Discriminator Loss: 1.0855... Generator Loss: 1.1864
Epoch 1/8... Discriminator Loss: 1.1941... Generator Loss: 0.7937
Epoch 1/8... Discriminator Loss: 0.8192... Generator Loss: 1.6329
Epoch 1/8... Discriminator Loss: 0.7926... Generator Loss: 1.4324
Epoch 1/8... Discriminator Loss: 1.1290... Generator Loss: 0.8288
Epoch 1/8... Discriminator Loss: 0.9286... Generator Loss: 1.1174
Epoch 1/8... Discriminator Loss: 1.2208... Generator Loss: 0.8306
Epoch 1/8... Discriminator Loss: 1.2314... Generator Loss: 0.7383
Epoch 1/8... Discriminator Loss: 1.1278... Generator Loss: 1.0094
Epoch 1/8... Discriminator Loss: 0.9451... Generator Loss: 1.1125
Epoch 1/8... Discriminator Loss: 0.6476... Generator Loss: 1.7716
Epoch 2/8... Discriminator Loss: 0.5412... Generator Loss: 2.1003
Epoch 2/8... Discriminator Loss: 1.2006... Generator Loss: 0.8020
Epoch 2/8... Discriminator Loss: 1.0957... Generator Loss: 0.8360
Epoch 2/8... Discriminator Loss: 0.5464... Generator Loss: 2.5117
Epoch 2/8... Discriminator Loss: 1.1672... Generator Loss: 0.7989
Epoch 2/8... Discriminator Loss: 0.7649... Generator Loss: 1.4428
Epoch 2/8... Discriminator Loss: 0.7175... Generator Loss: 1.5756
Epoch 2/8... Discriminator Loss: 0.7913... Generator Loss: 1.1108
Epoch 2/8... Discriminator Loss: 1.0365... Generator Loss: 1.0865
Epoch 2/8... Discriminator Loss: 1.0349... Generator Loss: 0.8604
Epoch 2/8... Discriminator Loss: 1.2767... Generator Loss: 0.6312
Epoch 2/8... Discriminator Loss: 0.9027... Generator Loss: 1.1074
Epoch 2/8... Discriminator Loss: 1.0457... Generator Loss: 0.7826
Epoch 2/8... Discriminator Loss: 1.0463... Generator Loss: 0.8087
Epoch 2/8... Discriminator Loss: 0.9693... Generator Loss: 0.9848
Epoch 2/8... Discriminator Loss: 0.9319... Generator Loss: 0.9798
Epoch 2/8... Discriminator Loss: 0.8240... Generator Loss: 1.6729
Epoch 2/8... Discriminator Loss: 1.0540... Generator Loss: 0.8087
Epoch 2/8... Discriminator Loss: 0.8768... Generator Loss: 1.1884
Epoch 2/8... Discriminator Loss: 0.8055... Generator Loss: 2.1860
Epoch 2/8... Discriminator Loss: 1.0356... Generator Loss: 1.1294
Epoch 2/8... Discriminator Loss: 1.2364... Generator Loss: 0.6410
Epoch 2/8... Discriminator Loss: 0.9897... Generator Loss: 0.9098
Epoch 2/8... Discriminator Loss: 1.1165... Generator Loss: 0.9318
Epoch 2/8... Discriminator Loss: 1.3213... Generator Loss: 0.6534
Epoch 2/8... Discriminator Loss: 0.8726... Generator Loss: 1.6599
Epoch 2/8... Discriminator Loss: 0.9623... Generator Loss: 0.9742
Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.7162
Epoch 2/8... Discriminator Loss: 0.8075... Generator Loss: 1.3812
Epoch 2/8... Discriminator Loss: 1.1573... Generator Loss: 0.8971
Epoch 2/8... Discriminator Loss: 0.9786... Generator Loss: 1.4525
Epoch 2/8... Discriminator Loss: 0.9962... Generator Loss: 1.8220
Epoch 2/8... Discriminator Loss: 1.0005... Generator Loss: 0.9640
Epoch 2/8... Discriminator Loss: 0.7379... Generator Loss: 1.5014
Epoch 2/8... Discriminator Loss: 0.7923... Generator Loss: 1.5665
Epoch 2/8... Discriminator Loss: 0.6221... Generator Loss: 1.8124
Epoch 2/8... Discriminator Loss: 1.3058... Generator Loss: 0.9013
Epoch 2/8... Discriminator Loss: 1.0350... Generator Loss: 0.8900
Epoch 2/8... Discriminator Loss: 1.0543... Generator Loss: 0.7128
Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.7521
Epoch 2/8... Discriminator Loss: 1.1451... Generator Loss: 0.8694
Epoch 2/8... Discriminator Loss: 1.0244... Generator Loss: 0.9241
Epoch 2/8... Discriminator Loss: 0.3504... Generator Loss: 2.5602
Epoch 2/8... Discriminator Loss: 1.0489... Generator Loss: 0.8973
Epoch 2/8... Discriminator Loss: 1.3172... Generator Loss: 0.7922
Epoch 2/8... Discriminator Loss: 1.0180... Generator Loss: 0.7587
Epoch 2/8... Discriminator Loss: 0.9061... Generator Loss: 1.7415
Epoch 2/8... Discriminator Loss: 1.1756... Generator Loss: 1.0503
Epoch 2/8... Discriminator Loss: 0.9217... Generator Loss: 1.0415
Epoch 2/8... Discriminator Loss: 1.3612... Generator Loss: 0.6338
Epoch 2/8... Discriminator Loss: 1.1855... Generator Loss: 0.7326
Epoch 2/8... Discriminator Loss: 1.0402... Generator Loss: 0.9654
Epoch 2/8... Discriminator Loss: 1.0955... Generator Loss: 0.8054
Epoch 2/8... Discriminator Loss: 0.9320... Generator Loss: 1.0726
Epoch 2/8... Discriminator Loss: 0.8212... Generator Loss: 2.2535
Epoch 2/8... Discriminator Loss: 1.0749... Generator Loss: 1.1139
Epoch 2/8... Discriminator Loss: 1.3281... Generator Loss: 0.5268
Epoch 2/8... Discriminator Loss: 0.9347... Generator Loss: 0.9039
Epoch 2/8... Discriminator Loss: 1.2855... Generator Loss: 0.6527
Epoch 2/8... Discriminator Loss: 0.9847... Generator Loss: 1.1325
Epoch 2/8... Discriminator Loss: 0.9824... Generator Loss: 1.0227
Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.6792
Epoch 2/8... Discriminator Loss: 1.0442... Generator Loss: 0.9423
Epoch 2/8... Discriminator Loss: 0.9331... Generator Loss: 1.2192
Epoch 2/8... Discriminator Loss: 1.0679... Generator Loss: 0.9721
Epoch 2/8... Discriminator Loss: 1.0982... Generator Loss: 1.1573
Epoch 2/8... Discriminator Loss: 0.9374... Generator Loss: 1.2989
Epoch 2/8... Discriminator Loss: 0.9640... Generator Loss: 0.9041
Epoch 2/8... Discriminator Loss: 1.3039... Generator Loss: 0.6900
Epoch 2/8... Discriminator Loss: 0.9840... Generator Loss: 0.9286
Epoch 2/8... Discriminator Loss: 1.0496... Generator Loss: 1.0350
Epoch 2/8... Discriminator Loss: 1.0789... Generator Loss: 0.8648
Epoch 2/8... Discriminator Loss: 0.5517... Generator Loss: 2.4867
Epoch 2/8... Discriminator Loss: 1.4088... Generator Loss: 0.7065
Epoch 2/8... Discriminator Loss: 0.9987... Generator Loss: 0.9009
Epoch 2/8... Discriminator Loss: 1.2914... Generator Loss: 0.7197
Epoch 2/8... Discriminator Loss: 1.1439... Generator Loss: 0.7922
Epoch 2/8... Discriminator Loss: 1.0389... Generator Loss: 0.9790
Epoch 2/8... Discriminator Loss: 0.9132... Generator Loss: 1.0394
Epoch 2/8... Discriminator Loss: 1.2202... Generator Loss: 0.8871
Epoch 2/8... Discriminator Loss: 1.7653... Generator Loss: 0.7776
Epoch 2/8... Discriminator Loss: 1.2346... Generator Loss: 0.7275
Epoch 2/8... Discriminator Loss: 0.6674... Generator Loss: 1.3568
Epoch 2/8... Discriminator Loss: 1.2560... Generator Loss: 0.7921
Epoch 2/8... Discriminator Loss: 0.9928... Generator Loss: 1.0686
Epoch 2/8... Discriminator Loss: 1.1126... Generator Loss: 0.9822
Epoch 2/8... Discriminator Loss: 0.8654... Generator Loss: 1.3053
Epoch 2/8... Discriminator Loss: 1.1529... Generator Loss: 0.9297
Epoch 2/8... Discriminator Loss: 1.0032... Generator Loss: 1.0196
Epoch 2/8... Discriminator Loss: 0.8672... Generator Loss: 1.5025
Epoch 2/8... Discriminator Loss: 0.6532... Generator Loss: 1.8541
Epoch 2/8... Discriminator Loss: 1.2941... Generator Loss: 0.6075
Epoch 2/8... Discriminator Loss: 1.4680... Generator Loss: 0.5599
Epoch 2/8... Discriminator Loss: 0.9593... Generator Loss: 1.1624
Epoch 2/8... Discriminator Loss: 1.2660... Generator Loss: 0.7065
Epoch 2/8... Discriminator Loss: 0.9197... Generator Loss: 1.4207
Epoch 2/8... Discriminator Loss: 0.7063... Generator Loss: 1.9734
Epoch 2/8... Discriminator Loss: 0.9162... Generator Loss: 1.3883
Epoch 2/8... Discriminator Loss: 0.9042... Generator Loss: 1.1103
Epoch 2/8... Discriminator Loss: 1.1310... Generator Loss: 1.1585
Epoch 2/8... Discriminator Loss: 1.0154... Generator Loss: 1.0342
Epoch 2/8... Discriminator Loss: 0.6443... Generator Loss: 2.4723
Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 1.1959
Epoch 2/8... Discriminator Loss: 1.1338... Generator Loss: 0.8046
Epoch 2/8... Discriminator Loss: 0.9935... Generator Loss: 0.9621
Epoch 2/8... Discriminator Loss: 1.0432... Generator Loss: 1.0617
Epoch 2/8... Discriminator Loss: 1.2022... Generator Loss: 0.8924
Epoch 2/8... Discriminator Loss: 1.1676... Generator Loss: 0.6739
Epoch 2/8... Discriminator Loss: 1.0667... Generator Loss: 1.0695
Epoch 2/8... Discriminator Loss: 1.0520... Generator Loss: 1.0277
Epoch 2/8... Discriminator Loss: 0.8989... Generator Loss: 1.0744
Epoch 2/8... Discriminator Loss: 1.0238... Generator Loss: 0.9707
Epoch 2/8... Discriminator Loss: 1.2888... Generator Loss: 0.8241
Epoch 2/8... Discriminator Loss: 1.4504... Generator Loss: 0.5275
Epoch 2/8... Discriminator Loss: 1.3012... Generator Loss: 0.7284
Epoch 2/8... Discriminator Loss: 0.9660... Generator Loss: 1.2826
Epoch 2/8... Discriminator Loss: 1.2587... Generator Loss: 0.7113
Epoch 2/8... Discriminator Loss: 1.1743... Generator Loss: 0.6935
Epoch 2/8... Discriminator Loss: 1.3589... Generator Loss: 0.5712
Epoch 2/8... Discriminator Loss: 1.0391... Generator Loss: 1.0152
Epoch 2/8... Discriminator Loss: 0.6862... Generator Loss: 2.1075
Epoch 2/8... Discriminator Loss: 1.2981... Generator Loss: 0.6077
Epoch 2/8... Discriminator Loss: 1.0846... Generator Loss: 0.9660
Epoch 2/8... Discriminator Loss: 1.3709... Generator Loss: 0.6914
Epoch 2/8... Discriminator Loss: 1.2490... Generator Loss: 0.7633
Epoch 2/8... Discriminator Loss: 0.8979... Generator Loss: 1.3544
Epoch 2/8... Discriminator Loss: 1.2960... Generator Loss: 0.6365
Epoch 2/8... Discriminator Loss: 1.2415... Generator Loss: 0.8006
Epoch 2/8... Discriminator Loss: 1.0941... Generator Loss: 0.8400
Epoch 2/8... Discriminator Loss: 1.2677... Generator Loss: 0.7027
Epoch 2/8... Discriminator Loss: 1.1131... Generator Loss: 0.9298
Epoch 2/8... Discriminator Loss: 1.0053... Generator Loss: 1.1252
Epoch 2/8... Discriminator Loss: 1.0118... Generator Loss: 1.0792
Epoch 2/8... Discriminator Loss: 0.8970... Generator Loss: 1.4307
Epoch 2/8... Discriminator Loss: 1.3140... Generator Loss: 0.6927
Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.7452
Epoch 2/8... Discriminator Loss: 0.9888... Generator Loss: 1.0092
Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.6931
Epoch 2/8... Discriminator Loss: 1.3074... Generator Loss: 0.6211
Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.6594
Epoch 2/8... Discriminator Loss: 0.9605... Generator Loss: 1.7039
Epoch 2/8... Discriminator Loss: 0.8004... Generator Loss: 1.3677
Epoch 2/8... Discriminator Loss: 1.1468... Generator Loss: 0.9272
Epoch 2/8... Discriminator Loss: 1.1048... Generator Loss: 0.8283
Epoch 2/8... Discriminator Loss: 1.1055... Generator Loss: 0.7753
Epoch 2/8... Discriminator Loss: 1.3208... Generator Loss: 0.8715
Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 0.9164
Epoch 2/8... Discriminator Loss: 1.0335... Generator Loss: 0.9054
Epoch 2/8... Discriminator Loss: 0.9766... Generator Loss: 0.8949
Epoch 2/8... Discriminator Loss: 0.8959... Generator Loss: 1.2344
Epoch 2/8... Discriminator Loss: 1.1483... Generator Loss: 0.7364
Epoch 2/8... Discriminator Loss: 1.4474... Generator Loss: 0.6069
Epoch 2/8... Discriminator Loss: 1.0448... Generator Loss: 0.8821
Epoch 2/8... Discriminator Loss: 1.1442... Generator Loss: 0.8351
Epoch 2/8... Discriminator Loss: 1.0930... Generator Loss: 0.9233
Epoch 2/8... Discriminator Loss: 1.2720... Generator Loss: 0.6971
Epoch 2/8... Discriminator Loss: 1.3496... Generator Loss: 0.7208
Epoch 2/8... Discriminator Loss: 1.0343... Generator Loss: 1.2221
Epoch 2/8... Discriminator Loss: 1.1141... Generator Loss: 0.8356
Epoch 2/8... Discriminator Loss: 1.1033... Generator Loss: 1.2094
Epoch 2/8... Discriminator Loss: 0.9295... Generator Loss: 0.9933
Epoch 2/8... Discriminator Loss: 1.2161... Generator Loss: 0.7343
Epoch 2/8... Discriminator Loss: 1.0936... Generator Loss: 0.7541
Epoch 2/8... Discriminator Loss: 1.1669... Generator Loss: 0.8263
Epoch 2/8... Discriminator Loss: 1.2965... Generator Loss: 0.6910
Epoch 2/8... Discriminator Loss: 1.2193... Generator Loss: 0.6380
Epoch 2/8... Discriminator Loss: 1.1353... Generator Loss: 0.7973
Epoch 2/8... Discriminator Loss: 0.9168... Generator Loss: 0.9689
Epoch 2/8... Discriminator Loss: 1.2226... Generator Loss: 0.7559
Epoch 2/8... Discriminator Loss: 1.0962... Generator Loss: 0.8252
Epoch 2/8... Discriminator Loss: 1.1057... Generator Loss: 0.9033
Epoch 2/8... Discriminator Loss: 0.9177... Generator Loss: 1.2171
Epoch 2/8... Discriminator Loss: 1.2150... Generator Loss: 0.8399
Epoch 2/8... Discriminator Loss: 1.2132... Generator Loss: 0.6888
Epoch 2/8... Discriminator Loss: 1.3017... Generator Loss: 0.6159
Epoch 2/8... Discriminator Loss: 1.5109... Generator Loss: 0.7114
Epoch 2/8... Discriminator Loss: 1.2101... Generator Loss: 0.6854
Epoch 2/8... Discriminator Loss: 0.9414... Generator Loss: 1.5370
Epoch 2/8... Discriminator Loss: 1.0521... Generator Loss: 0.8642
Epoch 2/8... Discriminator Loss: 1.3594... Generator Loss: 0.5857
Epoch 2/8... Discriminator Loss: 1.2868... Generator Loss: 0.6135
Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.7211
Epoch 2/8... Discriminator Loss: 0.7947... Generator Loss: 2.1267
Epoch 2/8... Discriminator Loss: 1.4178... Generator Loss: 0.7972
Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.8645
Epoch 2/8... Discriminator Loss: 1.0669... Generator Loss: 0.8894
Epoch 2/8... Discriminator Loss: 0.9293... Generator Loss: 1.1011
Epoch 2/8... Discriminator Loss: 1.0768... Generator Loss: 0.8068
Epoch 2/8... Discriminator Loss: 1.1265... Generator Loss: 0.8863
Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.7312
Epoch 2/8... Discriminator Loss: 1.0773... Generator Loss: 0.6955
Epoch 2/8... Discriminator Loss: 1.3545... Generator Loss: 0.5194
Epoch 2/8... Discriminator Loss: 1.1672... Generator Loss: 0.8350
Epoch 2/8... Discriminator Loss: 1.2825... Generator Loss: 0.7065
Epoch 2/8... Discriminator Loss: 1.2354... Generator Loss: 1.0923
Epoch 2/8... Discriminator Loss: 1.1087... Generator Loss: 0.8194
Epoch 2/8... Discriminator Loss: 1.2021... Generator Loss: 0.6527
Epoch 2/8... Discriminator Loss: 1.2283... Generator Loss: 0.7343
Epoch 2/8... Discriminator Loss: 1.2976... Generator Loss: 0.6292
Epoch 2/8... Discriminator Loss: 1.0355... Generator Loss: 0.9311
Epoch 2/8... Discriminator Loss: 0.9544... Generator Loss: 1.1355
Epoch 2/8... Discriminator Loss: 1.1443... Generator Loss: 1.1157
Epoch 2/8... Discriminator Loss: 0.9167... Generator Loss: 1.3396
Epoch 2/8... Discriminator Loss: 0.9544... Generator Loss: 1.2538
Epoch 2/8... Discriminator Loss: 0.9834... Generator Loss: 1.1614
Epoch 2/8... Discriminator Loss: 1.2993... Generator Loss: 0.7182
Epoch 2/8... Discriminator Loss: 1.1821... Generator Loss: 0.7549
Epoch 2/8... Discriminator Loss: 0.9522... Generator Loss: 0.9877
Epoch 2/8... Discriminator Loss: 1.3346... Generator Loss: 0.5832
Epoch 2/8... Discriminator Loss: 1.0311... Generator Loss: 1.6719
Epoch 2/8... Discriminator Loss: 0.9609... Generator Loss: 1.4623
Epoch 2/8... Discriminator Loss: 1.1084... Generator Loss: 0.9377
Epoch 2/8... Discriminator Loss: 1.3582... Generator Loss: 0.6471
Epoch 2/8... Discriminator Loss: 1.2006... Generator Loss: 0.7619
Epoch 2/8... Discriminator Loss: 1.1217... Generator Loss: 0.9546
Epoch 2/8... Discriminator Loss: 1.1709... Generator Loss: 0.7998
Epoch 2/8... Discriminator Loss: 1.1391... Generator Loss: 0.8241
Epoch 2/8... Discriminator Loss: 1.0348... Generator Loss: 0.9415
Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.7523
Epoch 2/8... Discriminator Loss: 1.1763... Generator Loss: 0.6372
Epoch 2/8... Discriminator Loss: 1.1627... Generator Loss: 0.8158
Epoch 2/8... Discriminator Loss: 1.2901... Generator Loss: 0.7272
Epoch 2/8... Discriminator Loss: 1.0587... Generator Loss: 0.8535
Epoch 2/8... Discriminator Loss: 1.1073... Generator Loss: 0.9229
Epoch 2/8... Discriminator Loss: 1.4087... Generator Loss: 0.5549
Epoch 2/8... Discriminator Loss: 1.0524... Generator Loss: 0.9828
Epoch 2/8... Discriminator Loss: 1.0073... Generator Loss: 1.0621
Epoch 2/8... Discriminator Loss: 1.2587... Generator Loss: 0.7653
Epoch 2/8... Discriminator Loss: 1.0605... Generator Loss: 1.1389
Epoch 2/8... Discriminator Loss: 1.1597... Generator Loss: 0.9815
Epoch 2/8... Discriminator Loss: 1.1371... Generator Loss: 0.8866
Epoch 2/8... Discriminator Loss: 0.8073... Generator Loss: 1.7134
Epoch 2/8... Discriminator Loss: 1.0686... Generator Loss: 1.0295
Epoch 2/8... Discriminator Loss: 0.8659... Generator Loss: 1.4995
Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.6563
Epoch 2/8... Discriminator Loss: 1.1367... Generator Loss: 0.6314
Epoch 2/8... Discriminator Loss: 1.0598... Generator Loss: 0.7368
Epoch 2/8... Discriminator Loss: 1.2793... Generator Loss: 0.6503
Epoch 2/8... Discriminator Loss: 1.1810... Generator Loss: 0.7607
Epoch 2/8... Discriminator Loss: 1.0889... Generator Loss: 0.8104
Epoch 2/8... Discriminator Loss: 1.0038... Generator Loss: 1.1862
Epoch 2/8... Discriminator Loss: 1.2344... Generator Loss: 0.6491
Epoch 2/8... Discriminator Loss: 1.0468... Generator Loss: 1.0832
Epoch 2/8... Discriminator Loss: 0.8999... Generator Loss: 1.3912
Epoch 2/8... Discriminator Loss: 1.3134... Generator Loss: 0.4923
Epoch 2/8... Discriminator Loss: 1.1305... Generator Loss: 0.9462
Epoch 2/8... Discriminator Loss: 1.2330... Generator Loss: 0.7612
Epoch 2/8... Discriminator Loss: 1.3474... Generator Loss: 0.5602
Epoch 2/8... Discriminator Loss: 1.2187... Generator Loss: 0.6015
Epoch 2/8... Discriminator Loss: 1.1956... Generator Loss: 0.8708
Epoch 2/8... Discriminator Loss: 1.0536... Generator Loss: 0.9852
Epoch 2/8... Discriminator Loss: 1.0334... Generator Loss: 1.1142
Epoch 2/8... Discriminator Loss: 1.0862... Generator Loss: 0.9917
Epoch 2/8... Discriminator Loss: 1.0062... Generator Loss: 1.4262
Epoch 2/8... Discriminator Loss: 1.0559... Generator Loss: 1.1497
Epoch 2/8... Discriminator Loss: 1.1652... Generator Loss: 0.8881
Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.9206
Epoch 2/8... Discriminator Loss: 0.8620... Generator Loss: 1.2862
Epoch 2/8... Discriminator Loss: 1.4851... Generator Loss: 0.5574
Epoch 2/8... Discriminator Loss: 0.9321... Generator Loss: 1.3941
Epoch 2/8... Discriminator Loss: 1.0331... Generator Loss: 1.0692
Epoch 2/8... Discriminator Loss: 1.1867... Generator Loss: 0.8307
Epoch 2/8... Discriminator Loss: 1.2375... Generator Loss: 0.7415
Epoch 2/8... Discriminator Loss: 1.2243... Generator Loss: 0.8033
Epoch 2/8... Discriminator Loss: 1.2728... Generator Loss: 0.6562
Epoch 2/8... Discriminator Loss: 1.0836... Generator Loss: 0.8860
Epoch 2/8... Discriminator Loss: 1.2475... Generator Loss: 0.6211
Epoch 2/8... Discriminator Loss: 0.9569... Generator Loss: 1.2493
Epoch 2/8... Discriminator Loss: 1.5464... Generator Loss: 0.4322
Epoch 2/8... Discriminator Loss: 1.3326... Generator Loss: 0.6385
Epoch 2/8... Discriminator Loss: 1.3809... Generator Loss: 0.8528
Epoch 2/8... Discriminator Loss: 1.1444... Generator Loss: 0.8408
Epoch 2/8... Discriminator Loss: 1.4247... Generator Loss: 0.5936
Epoch 2/8... Discriminator Loss: 1.4232... Generator Loss: 1.1187
Epoch 2/8... Discriminator Loss: 1.0031... Generator Loss: 1.1825
Epoch 2/8... Discriminator Loss: 1.3258... Generator Loss: 0.5289
Epoch 2/8... Discriminator Loss: 1.1086... Generator Loss: 0.8530
Epoch 2/8... Discriminator Loss: 1.0995... Generator Loss: 0.9119
Epoch 2/8... Discriminator Loss: 1.3106... Generator Loss: 0.5269
Epoch 2/8... Discriminator Loss: 1.1590... Generator Loss: 1.2919
Epoch 2/8... Discriminator Loss: 1.3471... Generator Loss: 0.6485
Epoch 2/8... Discriminator Loss: 0.7808... Generator Loss: 1.5414
Epoch 2/8... Discriminator Loss: 1.4318... Generator Loss: 0.6630
Epoch 2/8... Discriminator Loss: 1.0987... Generator Loss: 0.8734
Epoch 2/8... Discriminator Loss: 1.1582... Generator Loss: 0.6602
Epoch 2/8... Discriminator Loss: 1.2916... Generator Loss: 0.7643
Epoch 2/8... Discriminator Loss: 1.4738... Generator Loss: 0.4422
Epoch 2/8... Discriminator Loss: 1.1502... Generator Loss: 0.9147
Epoch 2/8... Discriminator Loss: 1.2805... Generator Loss: 0.8002
Epoch 2/8... Discriminator Loss: 1.1294... Generator Loss: 0.7457
Epoch 2/8... Discriminator Loss: 1.1772... Generator Loss: 0.6728
Epoch 2/8... Discriminator Loss: 1.2337... Generator Loss: 0.6202
Epoch 2/8... Discriminator Loss: 1.2267... Generator Loss: 0.7827
Epoch 2/8... Discriminator Loss: 1.2425... Generator Loss: 0.7043
Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.7066
Epoch 2/8... Discriminator Loss: 1.2086... Generator Loss: 0.7953
Epoch 2/8... Discriminator Loss: 0.8582... Generator Loss: 1.3215
Epoch 2/8... Discriminator Loss: 1.4160... Generator Loss: 0.6648
Epoch 2/8... Discriminator Loss: 1.1739... Generator Loss: 0.9317
Epoch 2/8... Discriminator Loss: 1.1447... Generator Loss: 0.8481
Epoch 2/8... Discriminator Loss: 1.2471... Generator Loss: 0.6852
Epoch 2/8... Discriminator Loss: 0.7476... Generator Loss: 1.9487
Epoch 2/8... Discriminator Loss: 1.1587... Generator Loss: 0.7580
Epoch 2/8... Discriminator Loss: 1.0039... Generator Loss: 1.0921
Epoch 2/8... Discriminator Loss: 1.2774... Generator Loss: 0.6534
Epoch 2/8... Discriminator Loss: 0.9753... Generator Loss: 1.0206
Epoch 2/8... Discriminator Loss: 1.3144... Generator Loss: 0.6513
Epoch 2/8... Discriminator Loss: 1.1145... Generator Loss: 0.8488
Epoch 2/8... Discriminator Loss: 0.9142... Generator Loss: 1.0970
Epoch 2/8... Discriminator Loss: 1.4382... Generator Loss: 0.5537
Epoch 2/8... Discriminator Loss: 1.1995... Generator Loss: 0.7817
Epoch 2/8... Discriminator Loss: 1.1808... Generator Loss: 0.8114
Epoch 2/8... Discriminator Loss: 1.0701... Generator Loss: 0.8120
Epoch 2/8... Discriminator Loss: 0.9610... Generator Loss: 0.9393
Epoch 2/8... Discriminator Loss: 0.9604... Generator Loss: 1.0499
Epoch 2/8... Discriminator Loss: 0.8612... Generator Loss: 1.2070
Epoch 2/8... Discriminator Loss: 1.5013... Generator Loss: 0.6829
Epoch 2/8... Discriminator Loss: 1.3594... Generator Loss: 0.6289
Epoch 2/8... Discriminator Loss: 1.2475... Generator Loss: 0.6767
Epoch 2/8... Discriminator Loss: 0.8755... Generator Loss: 1.3645
Epoch 2/8... Discriminator Loss: 1.3987... Generator Loss: 0.5414
Epoch 2/8... Discriminator Loss: 1.0970... Generator Loss: 0.9193
Epoch 2/8... Discriminator Loss: 0.7542... Generator Loss: 1.1969
Epoch 2/8... Discriminator Loss: 1.1915... Generator Loss: 0.6098
Epoch 2/8... Discriminator Loss: 1.4351... Generator Loss: 0.4439
Epoch 2/8... Discriminator Loss: 1.3954... Generator Loss: 0.6813
Epoch 2/8... Discriminator Loss: 1.0733... Generator Loss: 0.9637
Epoch 2/8... Discriminator Loss: 1.0075... Generator Loss: 1.0669
Epoch 2/8... Discriminator Loss: 1.3278... Generator Loss: 0.6385
Epoch 2/8... Discriminator Loss: 1.4907... Generator Loss: 0.5791
Epoch 2/8... Discriminator Loss: 1.3829... Generator Loss: 0.6418
Epoch 2/8... Discriminator Loss: 1.3072... Generator Loss: 0.7733
Epoch 2/8... Discriminator Loss: 1.2707... Generator Loss: 1.1452
Epoch 2/8... Discriminator Loss: 1.2686... Generator Loss: 0.8350
Epoch 2/8... Discriminator Loss: 1.3215... Generator Loss: 0.6401
Epoch 2/8... Discriminator Loss: 1.2811... Generator Loss: 0.7720
Epoch 2/8... Discriminator Loss: 0.9721... Generator Loss: 0.9024
Epoch 2/8... Discriminator Loss: 1.0279... Generator Loss: 1.0752
Epoch 2/8... Discriminator Loss: 1.3610... Generator Loss: 0.5327
Epoch 2/8... Discriminator Loss: 1.2176... Generator Loss: 0.7774
Epoch 2/8... Discriminator Loss: 1.3596... Generator Loss: 0.6555
Epoch 2/8... Discriminator Loss: 0.7129... Generator Loss: 2.3587
Epoch 2/8... Discriminator Loss: 1.3592... Generator Loss: 0.6078
Epoch 2/8... Discriminator Loss: 0.9249... Generator Loss: 1.6263
Epoch 2/8... Discriminator Loss: 1.2783... Generator Loss: 0.7941
Epoch 2/8... Discriminator Loss: 1.1715... Generator Loss: 0.6835
Epoch 2/8... Discriminator Loss: 1.2453... Generator Loss: 0.8286
Epoch 2/8... Discriminator Loss: 0.9112... Generator Loss: 1.2079
Epoch 2/8... Discriminator Loss: 0.9670... Generator Loss: 1.3044
Epoch 2/8... Discriminator Loss: 1.2831... Generator Loss: 0.9597
Epoch 2/8... Discriminator Loss: 1.1864... Generator Loss: 0.8415
Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.7653
Epoch 2/8... Discriminator Loss: 1.1761... Generator Loss: 0.9107
Epoch 2/8... Discriminator Loss: 0.9605... Generator Loss: 1.1447
Epoch 2/8... Discriminator Loss: 1.2893... Generator Loss: 0.5898
Epoch 2/8... Discriminator Loss: 1.2956... Generator Loss: 0.8877
Epoch 2/8... Discriminator Loss: 1.4603... Generator Loss: 0.3327
Epoch 2/8... Discriminator Loss: 1.2610... Generator Loss: 0.6342
Epoch 2/8... Discriminator Loss: 1.4621... Generator Loss: 0.6033
Epoch 2/8... Discriminator Loss: 1.3531... Generator Loss: 0.7093
Epoch 2/8... Discriminator Loss: 1.1332... Generator Loss: 1.0454
Epoch 2/8... Discriminator Loss: 1.2988... Generator Loss: 0.6360
Epoch 2/8... Discriminator Loss: 1.1755... Generator Loss: 0.9377
Epoch 2/8... Discriminator Loss: 0.8545... Generator Loss: 1.3841
Epoch 2/8... Discriminator Loss: 0.7882... Generator Loss: 2.1882
Epoch 2/8... Discriminator Loss: 1.0077... Generator Loss: 1.0412
Epoch 2/8... Discriminator Loss: 0.9154... Generator Loss: 1.4828
Epoch 2/8... Discriminator Loss: 1.0969... Generator Loss: 0.9791
Epoch 2/8... Discriminator Loss: 1.1961... Generator Loss: 0.6349
Epoch 2/8... Discriminator Loss: 1.3047... Generator Loss: 0.6409
Epoch 2/8... Discriminator Loss: 1.3870... Generator Loss: 0.5395
Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.6816
Epoch 2/8... Discriminator Loss: 1.2333... Generator Loss: 0.7178
Epoch 2/8... Discriminator Loss: 1.2850... Generator Loss: 0.6382
Epoch 2/8... Discriminator Loss: 0.7080... Generator Loss: 1.9665
Epoch 2/8... Discriminator Loss: 1.1728... Generator Loss: 0.9251
Epoch 2/8... Discriminator Loss: 1.3157... Generator Loss: 0.8371
Epoch 2/8... Discriminator Loss: 0.8222... Generator Loss: 1.3808
Epoch 2/8... Discriminator Loss: 1.1106... Generator Loss: 1.0558
Epoch 2/8... Discriminator Loss: 1.1043... Generator Loss: 0.8943
Epoch 2/8... Discriminator Loss: 0.9103... Generator Loss: 1.3497
Epoch 2/8... Discriminator Loss: 1.4943... Generator Loss: 0.4615
Epoch 2/8... Discriminator Loss: 1.3564... Generator Loss: 0.5997
Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.5885
Epoch 2/8... Discriminator Loss: 1.4673... Generator Loss: 0.6340
Epoch 2/8... Discriminator Loss: 1.2853... Generator Loss: 0.7868
Epoch 2/8... Discriminator Loss: 0.8771... Generator Loss: 1.3066
Epoch 2/8... Discriminator Loss: 1.2149... Generator Loss: 0.6805
Epoch 2/8... Discriminator Loss: 1.0812... Generator Loss: 0.9496
Epoch 2/8... Discriminator Loss: 1.6664... Generator Loss: 0.5012
Epoch 2/8... Discriminator Loss: 1.2918... Generator Loss: 0.6790
Epoch 2/8... Discriminator Loss: 1.2469... Generator Loss: 0.6479
Epoch 2/8... Discriminator Loss: 0.8645... Generator Loss: 1.2895
Epoch 2/8... Discriminator Loss: 1.3670... Generator Loss: 0.6459
Epoch 2/8... Discriminator Loss: 1.2306... Generator Loss: 0.8619
Epoch 2/8... Discriminator Loss: 1.0846... Generator Loss: 1.2684
Epoch 2/8... Discriminator Loss: 1.2211... Generator Loss: 0.7968
Epoch 2/8... Discriminator Loss: 1.3968... Generator Loss: 0.7135
Epoch 2/8... Discriminator Loss: 0.9886... Generator Loss: 1.0397
Epoch 2/8... Discriminator Loss: 0.9064... Generator Loss: 1.0715
Epoch 2/8... Discriminator Loss: 1.2367... Generator Loss: 0.7522
Epoch 2/8... Discriminator Loss: 1.3178... Generator Loss: 0.6114
Epoch 2/8... Discriminator Loss: 1.1644... Generator Loss: 0.9297
Epoch 2/8... Discriminator Loss: 0.6894... Generator Loss: 2.1582
Epoch 2/8... Discriminator Loss: 1.2130... Generator Loss: 0.7233
Epoch 2/8... Discriminator Loss: 1.2336... Generator Loss: 0.7000
Epoch 2/8... Discriminator Loss: 0.8761... Generator Loss: 1.3252
Epoch 2/8... Discriminator Loss: 1.2551... Generator Loss: 0.7849
Epoch 2/8... Discriminator Loss: 1.2631... Generator Loss: 0.6674
Epoch 2/8... Discriminator Loss: 0.9011... Generator Loss: 1.1902
Epoch 2/8... Discriminator Loss: 1.2967... Generator Loss: 0.6026
Epoch 2/8... Discriminator Loss: 1.2550... Generator Loss: 0.9472
Epoch 2/8... Discriminator Loss: 1.0068... Generator Loss: 1.2184
Epoch 2/8... Discriminator Loss: 1.2911... Generator Loss: 0.5863
Epoch 2/8... Discriminator Loss: 1.0904... Generator Loss: 1.0969
Epoch 2/8... Discriminator Loss: 1.1029... Generator Loss: 0.9763
Epoch 2/8... Discriminator Loss: 1.0915... Generator Loss: 1.0431
Epoch 2/8... Discriminator Loss: 1.2540... Generator Loss: 0.6842
Epoch 2/8... Discriminator Loss: 1.3102... Generator Loss: 0.6335
Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.8861
Epoch 2/8... Discriminator Loss: 1.4595... Generator Loss: 0.5554
Epoch 2/8... Discriminator Loss: 0.9783... Generator Loss: 1.4054
Epoch 2/8... Discriminator Loss: 1.1082... Generator Loss: 1.1654
Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.6987
Epoch 2/8... Discriminator Loss: 1.1980... Generator Loss: 1.2557
Epoch 2/8... Discriminator Loss: 1.1066... Generator Loss: 0.8831
Epoch 2/8... Discriminator Loss: 1.4670... Generator Loss: 0.5214
Epoch 2/8... Discriminator Loss: 1.0748... Generator Loss: 0.9771
Epoch 2/8... Discriminator Loss: 1.2057... Generator Loss: 0.7275
Epoch 2/8... Discriminator Loss: 1.2624... Generator Loss: 0.6818
Epoch 2/8... Discriminator Loss: 0.9779... Generator Loss: 0.8585
Epoch 2/8... Discriminator Loss: 0.9534... Generator Loss: 1.0191
Epoch 2/8... Discriminator Loss: 1.2773... Generator Loss: 0.6637
Epoch 2/8... Discriminator Loss: 0.7637... Generator Loss: 1.5179
Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 0.8558
Epoch 2/8... Discriminator Loss: 1.0859... Generator Loss: 0.8940
Epoch 2/8... Discriminator Loss: 1.2747... Generator Loss: 0.8821
Epoch 2/8... Discriminator Loss: 0.9614... Generator Loss: 0.9591
Epoch 2/8... Discriminator Loss: 1.2792... Generator Loss: 0.7822
Epoch 2/8... Discriminator Loss: 1.0421... Generator Loss: 0.9902
Epoch 2/8... Discriminator Loss: 0.7923... Generator Loss: 1.1102
Epoch 2/8... Discriminator Loss: 1.3422... Generator Loss: 0.7542
Epoch 2/8... Discriminator Loss: 1.1270... Generator Loss: 0.7731
Epoch 2/8... Discriminator Loss: 1.4364... Generator Loss: 0.6131
Epoch 2/8... Discriminator Loss: 1.3199... Generator Loss: 0.5821
Epoch 2/8... Discriminator Loss: 1.0134... Generator Loss: 1.0824
Epoch 2/8... Discriminator Loss: 0.8501... Generator Loss: 1.3651
Epoch 2/8... Discriminator Loss: 1.2401... Generator Loss: 0.8473
Epoch 2/8... Discriminator Loss: 1.1901... Generator Loss: 0.8538
Epoch 2/8... Discriminator Loss: 0.9882... Generator Loss: 0.9193
Epoch 2/8... Discriminator Loss: 1.1656... Generator Loss: 1.4651
Epoch 2/8... Discriminator Loss: 1.2030... Generator Loss: 0.8283
Epoch 2/8... Discriminator Loss: 1.1320... Generator Loss: 1.1439
Epoch 2/8... Discriminator Loss: 1.2647... Generator Loss: 0.7723
Epoch 2/8... Discriminator Loss: 1.2142... Generator Loss: 0.5401
Epoch 2/8... Discriminator Loss: 0.7687... Generator Loss: 1.7398
Epoch 2/8... Discriminator Loss: 1.4937... Generator Loss: 0.8981
Epoch 2/8... Discriminator Loss: 1.2484... Generator Loss: 1.4476
Epoch 2/8... Discriminator Loss: 1.2989... Generator Loss: 0.9378
Epoch 2/8... Discriminator Loss: 1.0623... Generator Loss: 0.9171
Epoch 2/8... Discriminator Loss: 1.2550... Generator Loss: 0.7725
Epoch 2/8... Discriminator Loss: 1.3379... Generator Loss: 0.7416
Epoch 2/8... Discriminator Loss: 0.9317... Generator Loss: 0.9447
Epoch 2/8... Discriminator Loss: 1.2945... Generator Loss: 0.6601
Epoch 2/8... Discriminator Loss: 1.4020... Generator Loss: 0.5724
Epoch 2/8... Discriminator Loss: 1.2939... Generator Loss: 0.5967
Epoch 2/8... Discriminator Loss: 1.2567... Generator Loss: 0.7489
Epoch 2/8... Discriminator Loss: 1.2694... Generator Loss: 0.6352
Epoch 2/8... Discriminator Loss: 1.1687... Generator Loss: 0.7694
Epoch 2/8... Discriminator Loss: 1.2674... Generator Loss: 0.8388
Epoch 2/8... Discriminator Loss: 0.8980... Generator Loss: 1.1291
Epoch 2/8... Discriminator Loss: 1.2374... Generator Loss: 0.7792
Epoch 2/8... Discriminator Loss: 1.2982... Generator Loss: 0.7014
Epoch 2/8... Discriminator Loss: 1.0979... Generator Loss: 1.0983
Epoch 2/8... Discriminator Loss: 1.1033... Generator Loss: 1.3478
Epoch 2/8... Discriminator Loss: 1.1469... Generator Loss: 0.9707
Epoch 2/8... Discriminator Loss: 1.2313... Generator Loss: 0.7385
Epoch 2/8... Discriminator Loss: 1.3239... Generator Loss: 0.6155
Epoch 2/8... Discriminator Loss: 0.7800... Generator Loss: 2.1451
Epoch 2/8... Discriminator Loss: 1.2813... Generator Loss: 0.8172
Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.9520
Epoch 2/8... Discriminator Loss: 0.7889... Generator Loss: 1.3327
Epoch 2/8... Discriminator Loss: 1.1322... Generator Loss: 0.7084
Epoch 2/8... Discriminator Loss: 1.1949... Generator Loss: 0.6743
Epoch 2/8... Discriminator Loss: 1.1471... Generator Loss: 0.8570
Epoch 2/8... Discriminator Loss: 1.0401... Generator Loss: 0.9263
Epoch 2/8... Discriminator Loss: 1.2911... Generator Loss: 0.5123
Epoch 2/8... Discriminator Loss: 1.0209... Generator Loss: 1.6307
Epoch 2/8... Discriminator Loss: 1.2870... Generator Loss: 0.8125
Epoch 2/8... Discriminator Loss: 1.1504... Generator Loss: 0.8459
Epoch 2/8... Discriminator Loss: 1.0599... Generator Loss: 0.8878
Epoch 2/8... Discriminator Loss: 1.2286... Generator Loss: 0.7200
Epoch 2/8... Discriminator Loss: 0.9381... Generator Loss: 1.0570
Epoch 2/8... Discriminator Loss: 1.5044... Generator Loss: 0.6535
Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.6638
Epoch 2/8... Discriminator Loss: 1.1892... Generator Loss: 0.9662
Epoch 2/8... Discriminator Loss: 1.1223... Generator Loss: 1.1441
Epoch 2/8... Discriminator Loss: 1.0065... Generator Loss: 0.8113
Epoch 2/8... Discriminator Loss: 1.1165... Generator Loss: 1.0837
Epoch 2/8... Discriminator Loss: 1.1661... Generator Loss: 0.8379
Epoch 2/8... Discriminator Loss: 1.1723... Generator Loss: 0.7578
Epoch 2/8... Discriminator Loss: 1.0500... Generator Loss: 0.9364
Epoch 2/8... Discriminator Loss: 0.8945... Generator Loss: 1.5245
Epoch 2/8... Discriminator Loss: 1.0669... Generator Loss: 0.9629
Epoch 2/8... Discriminator Loss: 1.0366... Generator Loss: 1.1565
Epoch 2/8... Discriminator Loss: 1.1585... Generator Loss: 0.9033
Epoch 2/8... Discriminator Loss: 1.4366... Generator Loss: 0.6104
Epoch 2/8... Discriminator Loss: 1.0435... Generator Loss: 1.0686
Epoch 2/8... Discriminator Loss: 1.1215... Generator Loss: 0.9093
Epoch 2/8... Discriminator Loss: 0.9902... Generator Loss: 1.2761
Epoch 2/8... Discriminator Loss: 1.1179... Generator Loss: 0.8296
Epoch 2/8... Discriminator Loss: 1.2539... Generator Loss: 0.6826
Epoch 2/8... Discriminator Loss: 1.1210... Generator Loss: 0.9854
Epoch 2/8... Discriminator Loss: 1.0175... Generator Loss: 1.0006
Epoch 2/8... Discriminator Loss: 1.2430... Generator Loss: 0.6244
Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7559
Epoch 2/8... Discriminator Loss: 0.9288... Generator Loss: 1.1736
Epoch 2/8... Discriminator Loss: 1.1274... Generator Loss: 0.8132
Epoch 2/8... Discriminator Loss: 1.3414... Generator Loss: 0.6480
Epoch 2/8... Discriminator Loss: 1.1615... Generator Loss: 0.7316
Epoch 2/8... Discriminator Loss: 1.1527... Generator Loss: 0.8654
Epoch 2/8... Discriminator Loss: 0.9773... Generator Loss: 1.2255
Epoch 2/8... Discriminator Loss: 0.9364... Generator Loss: 0.9538
Epoch 2/8... Discriminator Loss: 1.0486... Generator Loss: 0.9932
Epoch 2/8... Discriminator Loss: 1.1142... Generator Loss: 0.9033
Epoch 2/8... Discriminator Loss: 1.0925... Generator Loss: 1.0607
Epoch 2/8... Discriminator Loss: 1.3380... Generator Loss: 0.6582
Epoch 2/8... Discriminator Loss: 1.1245... Generator Loss: 0.9382
Epoch 2/8... Discriminator Loss: 1.0084... Generator Loss: 0.9757
Epoch 2/8... Discriminator Loss: 1.2125... Generator Loss: 0.8938
Epoch 2/8... Discriminator Loss: 1.1219... Generator Loss: 0.7516
Epoch 2/8... Discriminator Loss: 1.2593... Generator Loss: 0.6556
Epoch 2/8... Discriminator Loss: 1.2274... Generator Loss: 0.7393
Epoch 2/8... Discriminator Loss: 1.3082... Generator Loss: 0.7159
Epoch 2/8... Discriminator Loss: 1.2476... Generator Loss: 0.8187
Epoch 2/8... Discriminator Loss: 1.1571... Generator Loss: 0.8447
Epoch 2/8... Discriminator Loss: 1.3175... Generator Loss: 0.7287
Epoch 2/8... Discriminator Loss: 1.4541... Generator Loss: 0.5739
Epoch 2/8... Discriminator Loss: 1.3120... Generator Loss: 0.5087
Epoch 2/8... Discriminator Loss: 1.0234... Generator Loss: 1.0247
Epoch 2/8... Discriminator Loss: 1.2289... Generator Loss: 0.6580
Epoch 2/8... Discriminator Loss: 1.0278... Generator Loss: 0.9867
Epoch 2/8... Discriminator Loss: 1.2178... Generator Loss: 0.8244
Epoch 2/8... Discriminator Loss: 1.3492... Generator Loss: 0.5986
Epoch 2/8... Discriminator Loss: 1.0010... Generator Loss: 1.1787
Epoch 2/8... Discriminator Loss: 1.4331... Generator Loss: 0.6783
Epoch 2/8... Discriminator Loss: 1.3901... Generator Loss: 0.5435
Epoch 2/8... Discriminator Loss: 0.9405... Generator Loss: 1.1935
Epoch 2/8... Discriminator Loss: 1.0626... Generator Loss: 0.9387
Epoch 2/8... Discriminator Loss: 0.8680... Generator Loss: 1.0878
Epoch 2/8... Discriminator Loss: 1.0640... Generator Loss: 1.1827
Epoch 2/8... Discriminator Loss: 1.1952... Generator Loss: 0.7477
Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.6637
Epoch 2/8... Discriminator Loss: 1.5239... Generator Loss: 0.7329
Epoch 2/8... Discriminator Loss: 0.8424... Generator Loss: 2.6063
Epoch 2/8... Discriminator Loss: 1.3138... Generator Loss: 0.5973
Epoch 2/8... Discriminator Loss: 1.5115... Generator Loss: 0.7786
Epoch 2/8... Discriminator Loss: 1.0269... Generator Loss: 0.9397
Epoch 2/8... Discriminator Loss: 1.4489... Generator Loss: 0.7334
Epoch 2/8... Discriminator Loss: 1.2705... Generator Loss: 1.1879
Epoch 2/8... Discriminator Loss: 0.8222... Generator Loss: 1.2544
Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7748
Epoch 2/8... Discriminator Loss: 1.2569... Generator Loss: 0.7289
Epoch 2/8... Discriminator Loss: 1.0581... Generator Loss: 1.1915
Epoch 2/8... Discriminator Loss: 0.8194... Generator Loss: 1.2674
Epoch 2/8... Discriminator Loss: 1.3615... Generator Loss: 0.5712
Epoch 2/8... Discriminator Loss: 1.2563... Generator Loss: 0.6529
Epoch 2/8... Discriminator Loss: 1.3137... Generator Loss: 0.6701
Epoch 2/8... Discriminator Loss: 1.2465... Generator Loss: 1.0012
Epoch 2/8... Discriminator Loss: 1.0605... Generator Loss: 0.9516
Epoch 2/8... Discriminator Loss: 1.0506... Generator Loss: 1.1034
Epoch 2/8... Discriminator Loss: 1.1470... Generator Loss: 0.8605
Epoch 2/8... Discriminator Loss: 1.1111... Generator Loss: 0.7448
Epoch 2/8... Discriminator Loss: 1.1064... Generator Loss: 0.8675
Epoch 2/8... Discriminator Loss: 1.0849... Generator Loss: 1.0667
Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.6851
Epoch 2/8... Discriminator Loss: 1.0960... Generator Loss: 0.7161
Epoch 2/8... Discriminator Loss: 1.0730... Generator Loss: 0.8557
Epoch 2/8... Discriminator Loss: 1.0343... Generator Loss: 1.2617
Epoch 2/8... Discriminator Loss: 1.1747... Generator Loss: 0.8750
Epoch 2/8... Discriminator Loss: 1.3409... Generator Loss: 0.5730
Epoch 2/8... Discriminator Loss: 0.8064... Generator Loss: 1.3576
Epoch 2/8... Discriminator Loss: 1.2482... Generator Loss: 0.7098
Epoch 2/8... Discriminator Loss: 0.9826... Generator Loss: 1.3655
Epoch 2/8... Discriminator Loss: 0.8039... Generator Loss: 1.2972
Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 0.9515
Epoch 2/8... Discriminator Loss: 1.3162... Generator Loss: 0.7839
Epoch 2/8... Discriminator Loss: 1.4221... Generator Loss: 0.5585
Epoch 2/8... Discriminator Loss: 1.4850... Generator Loss: 0.5525
Epoch 2/8... Discriminator Loss: 1.2757... Generator Loss: 0.5761
Epoch 2/8... Discriminator Loss: 1.1500... Generator Loss: 0.7209
Epoch 2/8... Discriminator Loss: 1.2564... Generator Loss: 0.8753
Epoch 2/8... Discriminator Loss: 1.0380... Generator Loss: 0.8753
Epoch 2/8... Discriminator Loss: 1.2067... Generator Loss: 0.7698
Epoch 2/8... Discriminator Loss: 1.3360... Generator Loss: 0.7736
Epoch 2/8... Discriminator Loss: 1.4568... Generator Loss: 0.5880
Epoch 2/8... Discriminator Loss: 0.9643... Generator Loss: 1.2614
Epoch 2/8... Discriminator Loss: 1.2858... Generator Loss: 0.7401
Epoch 2/8... Discriminator Loss: 1.2716... Generator Loss: 0.7616
Epoch 2/8... Discriminator Loss: 0.9524... Generator Loss: 0.9390
Epoch 2/8... Discriminator Loss: 1.0870... Generator Loss: 0.9140
Epoch 2/8... Discriminator Loss: 1.5706... Generator Loss: 0.8398
Epoch 2/8... Discriminator Loss: 0.8724... Generator Loss: 1.1679
Epoch 2/8... Discriminator Loss: 1.3447... Generator Loss: 0.7325
Epoch 2/8... Discriminator Loss: 1.0694... Generator Loss: 0.9254
Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 0.6232
Epoch 2/8... Discriminator Loss: 1.0200... Generator Loss: 0.9607
Epoch 2/8... Discriminator Loss: 1.2182... Generator Loss: 0.6377
Epoch 2/8... Discriminator Loss: 1.3316... Generator Loss: 0.6576
Epoch 2/8... Discriminator Loss: 1.1706... Generator Loss: 0.8363
Epoch 2/8... Discriminator Loss: 1.2863... Generator Loss: 0.8239
Epoch 2/8... Discriminator Loss: 1.1067... Generator Loss: 0.8749
Epoch 2/8... Discriminator Loss: 1.4518... Generator Loss: 0.6654
Epoch 2/8... Discriminator Loss: 1.0685... Generator Loss: 0.8444
Epoch 2/8... Discriminator Loss: 1.1977... Generator Loss: 0.6923
Epoch 2/8... Discriminator Loss: 1.1459... Generator Loss: 0.9397
Epoch 2/8... Discriminator Loss: 1.0130... Generator Loss: 0.9254
Epoch 2/8... Discriminator Loss: 1.0676... Generator Loss: 0.9817
Epoch 2/8... Discriminator Loss: 1.1694... Generator Loss: 0.6920
Epoch 2/8... Discriminator Loss: 0.9384... Generator Loss: 1.1420
Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 0.7342
Epoch 2/8... Discriminator Loss: 0.9474... Generator Loss: 1.8233
Epoch 2/8... Discriminator Loss: 1.2486... Generator Loss: 0.8596
Epoch 2/8... Discriminator Loss: 1.2769... Generator Loss: 0.7014
Epoch 2/8... Discriminator Loss: 1.1954... Generator Loss: 0.9715
Epoch 2/8... Discriminator Loss: 1.0165... Generator Loss: 0.8857
Epoch 2/8... Discriminator Loss: 1.2248... Generator Loss: 0.7320
Epoch 2/8... Discriminator Loss: 1.2705... Generator Loss: 0.7796
Epoch 2/8... Discriminator Loss: 1.1531... Generator Loss: 0.9403
Epoch 2/8... Discriminator Loss: 1.3916... Generator Loss: 0.6019
Epoch 2/8... Discriminator Loss: 1.1549... Generator Loss: 0.7689
Epoch 2/8... Discriminator Loss: 0.9650... Generator Loss: 1.4297
Epoch 2/8... Discriminator Loss: 1.1990... Generator Loss: 0.6670
Epoch 3/8... Discriminator Loss: 0.9309... Generator Loss: 1.0953
Epoch 3/8... Discriminator Loss: 1.2475... Generator Loss: 0.6189
Epoch 3/8... Discriminator Loss: 1.3333... Generator Loss: 0.8348
Epoch 3/8... Discriminator Loss: 1.0237... Generator Loss: 1.1367
Epoch 3/8... Discriminator Loss: 1.3038... Generator Loss: 0.7137
Epoch 3/8... Discriminator Loss: 1.3244... Generator Loss: 0.6390
Epoch 3/8... Discriminator Loss: 1.3028... Generator Loss: 0.6230
Epoch 3/8... Discriminator Loss: 1.1941... Generator Loss: 1.1436
Epoch 3/8... Discriminator Loss: 1.3237... Generator Loss: 0.6657
Epoch 3/8... Discriminator Loss: 1.2361... Generator Loss: 0.8371
Epoch 3/8... Discriminator Loss: 1.1936... Generator Loss: 0.6720
Epoch 3/8... Discriminator Loss: 1.3539... Generator Loss: 0.7111
Epoch 3/8... Discriminator Loss: 1.3183... Generator Loss: 0.6120
Epoch 3/8... Discriminator Loss: 1.3194... Generator Loss: 0.6748
Epoch 3/8... Discriminator Loss: 1.3873... Generator Loss: 0.6512
Epoch 3/8... Discriminator Loss: 1.1738... Generator Loss: 1.1398
Epoch 3/8... Discriminator Loss: 1.1876... Generator Loss: 0.7971
Epoch 3/8... Discriminator Loss: 1.1672... Generator Loss: 1.2273
Epoch 3/8... Discriminator Loss: 1.1887... Generator Loss: 1.0106
Epoch 3/8... Discriminator Loss: 1.2372... Generator Loss: 0.7780
Epoch 3/8... Discriminator Loss: 1.1446... Generator Loss: 0.8686
Epoch 3/8... Discriminator Loss: 1.2020... Generator Loss: 0.6933
Epoch 3/8... Discriminator Loss: 1.2724... Generator Loss: 0.7380
Epoch 3/8... Discriminator Loss: 1.4372... Generator Loss: 1.1946
Epoch 3/8... Discriminator Loss: 1.2289... Generator Loss: 0.8840
Epoch 3/8... Discriminator Loss: 1.1201... Generator Loss: 0.9482
Epoch 3/8... Discriminator Loss: 1.2360... Generator Loss: 0.6068
Epoch 3/8... Discriminator Loss: 0.7029... Generator Loss: 1.8880
Epoch 3/8... Discriminator Loss: 1.1724... Generator Loss: 0.7119
Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.5425
Epoch 3/8... Discriminator Loss: 1.1394... Generator Loss: 0.9102
Epoch 3/8... Discriminator Loss: 1.2171... Generator Loss: 0.7776
Epoch 3/8... Discriminator Loss: 1.2196... Generator Loss: 0.7748
Epoch 3/8... Discriminator Loss: 1.2235... Generator Loss: 0.8972
Epoch 3/8... Discriminator Loss: 1.0318... Generator Loss: 0.9275
Epoch 3/8... Discriminator Loss: 1.1215... Generator Loss: 1.0970
Epoch 3/8... Discriminator Loss: 1.1916... Generator Loss: 0.7503
Epoch 3/8... Discriminator Loss: 1.2940... Generator Loss: 0.6692
Epoch 3/8... Discriminator Loss: 0.8949... Generator Loss: 1.1248
Epoch 3/8... Discriminator Loss: 1.3914... Generator Loss: 0.6901
Epoch 3/8... Discriminator Loss: 1.1135... Generator Loss: 1.2787
Epoch 3/8... Discriminator Loss: 1.1776... Generator Loss: 0.9146
Epoch 3/8... Discriminator Loss: 1.3277... Generator Loss: 0.6044
Epoch 3/8... Discriminator Loss: 1.4358... Generator Loss: 0.6476
Epoch 3/8... Discriminator Loss: 1.2049... Generator Loss: 0.7934
Epoch 3/8... Discriminator Loss: 1.4224... Generator Loss: 0.5586
Epoch 3/8... Discriminator Loss: 1.3648... Generator Loss: 0.5607
Epoch 3/8... Discriminator Loss: 0.8266... Generator Loss: 1.4761
Epoch 3/8... Discriminator Loss: 1.2565... Generator Loss: 0.9361
Epoch 3/8... Discriminator Loss: 1.4051... Generator Loss: 0.5785
Epoch 3/8... Discriminator Loss: 1.0156... Generator Loss: 1.0476
Epoch 3/8... Discriminator Loss: 1.1466... Generator Loss: 0.8309
Epoch 3/8... Discriminator Loss: 1.0488... Generator Loss: 1.0676
Epoch 3/8... Discriminator Loss: 1.2313... Generator Loss: 0.7636
Epoch 3/8... Discriminator Loss: 1.4751... Generator Loss: 0.6130
Epoch 3/8... Discriminator Loss: 1.1147... Generator Loss: 0.7759
Epoch 3/8... Discriminator Loss: 1.4136... Generator Loss: 0.8399
Epoch 3/8... Discriminator Loss: 0.8860... Generator Loss: 1.1292
Epoch 3/8... Discriminator Loss: 1.1844... Generator Loss: 0.8936
Epoch 3/8... Discriminator Loss: 1.0218... Generator Loss: 1.2072
Epoch 3/8... Discriminator Loss: 1.4171... Generator Loss: 0.5927
Epoch 3/8... Discriminator Loss: 1.0069... Generator Loss: 0.9042
Epoch 3/8... Discriminator Loss: 1.2870... Generator Loss: 0.5272
Epoch 3/8... Discriminator Loss: 1.3434... Generator Loss: 1.3678
Epoch 3/8... Discriminator Loss: 0.9624... Generator Loss: 1.2744
Epoch 3/8... Discriminator Loss: 1.3305... Generator Loss: 0.6075
Epoch 3/8... Discriminator Loss: 1.2660... Generator Loss: 0.6538
Epoch 3/8... Discriminator Loss: 1.1106... Generator Loss: 0.8721
Epoch 3/8... Discriminator Loss: 1.1473... Generator Loss: 0.9164
Epoch 3/8... Discriminator Loss: 1.1548... Generator Loss: 0.9888
Epoch 3/8... Discriminator Loss: 1.3850... Generator Loss: 0.5704
Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.5514
Epoch 3/8... Discriminator Loss: 1.1097... Generator Loss: 0.9179
Epoch 3/8... Discriminator Loss: 1.2320... Generator Loss: 0.7140
Epoch 3/8... Discriminator Loss: 0.8646... Generator Loss: 1.4862
Epoch 3/8... Discriminator Loss: 0.9228... Generator Loss: 1.2590
Epoch 3/8... Discriminator Loss: 1.0584... Generator Loss: 0.8963
Epoch 3/8... Discriminator Loss: 1.1282... Generator Loss: 0.8363
Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.6047
Epoch 3/8... Discriminator Loss: 1.3835... Generator Loss: 0.4621
Epoch 3/8... Discriminator Loss: 1.2169... Generator Loss: 0.5878
Epoch 3/8... Discriminator Loss: 1.2172... Generator Loss: 0.7790
Epoch 3/8... Discriminator Loss: 1.2820... Generator Loss: 0.6964
Epoch 3/8... Discriminator Loss: 1.2253... Generator Loss: 0.8296
Epoch 3/8... Discriminator Loss: 1.1645... Generator Loss: 0.7668
Epoch 3/8... Discriminator Loss: 1.1302... Generator Loss: 0.7996
Epoch 3/8... Discriminator Loss: 1.2462... Generator Loss: 0.7870
Epoch 3/8... Discriminator Loss: 1.0283... Generator Loss: 0.8049
Epoch 3/8... Discriminator Loss: 1.2352... Generator Loss: 0.7185
Epoch 3/8... Discriminator Loss: 1.0593... Generator Loss: 0.9596
Epoch 3/8... Discriminator Loss: 1.1935... Generator Loss: 0.8272
Epoch 3/8... Discriminator Loss: 1.2879... Generator Loss: 0.5613
Epoch 3/8... Discriminator Loss: 1.0334... Generator Loss: 1.2343
Epoch 3/8... Discriminator Loss: 0.9109... Generator Loss: 1.1428
Epoch 3/8... Discriminator Loss: 1.0287... Generator Loss: 1.0927
Epoch 3/8... Discriminator Loss: 1.2699... Generator Loss: 0.7172
Epoch 3/8... Discriminator Loss: 1.0099... Generator Loss: 0.9514
Epoch 3/8... Discriminator Loss: 1.4972... Generator Loss: 0.5303
Epoch 3/8... Discriminator Loss: 0.6930... Generator Loss: 1.8858
Epoch 3/8... Discriminator Loss: 0.9152... Generator Loss: 1.1385
Epoch 3/8... Discriminator Loss: 1.1678... Generator Loss: 0.7621
Epoch 3/8... Discriminator Loss: 0.9527... Generator Loss: 1.0018
Epoch 3/8... Discriminator Loss: 1.3450... Generator Loss: 0.7199
Epoch 3/8... Discriminator Loss: 1.0558... Generator Loss: 1.0131
Epoch 3/8... Discriminator Loss: 1.2753... Generator Loss: 0.7567
Epoch 3/8... Discriminator Loss: 1.3571... Generator Loss: 0.7036
Epoch 3/8... Discriminator Loss: 1.0957... Generator Loss: 0.9062
Epoch 3/8... Discriminator Loss: 1.0569... Generator Loss: 0.9061
Epoch 3/8... Discriminator Loss: 1.5142... Generator Loss: 0.4782
Epoch 3/8... Discriminator Loss: 1.1886... Generator Loss: 0.9004
Epoch 3/8... Discriminator Loss: 1.2375... Generator Loss: 0.8371
Epoch 3/8... Discriminator Loss: 0.9220... Generator Loss: 1.3073
Epoch 3/8... Discriminator Loss: 0.9857... Generator Loss: 1.1801
Epoch 3/8... Discriminator Loss: 1.0783... Generator Loss: 1.0036
Epoch 3/8... Discriminator Loss: 1.0676... Generator Loss: 0.8313
Epoch 3/8... Discriminator Loss: 1.0977... Generator Loss: 0.8143
Epoch 3/8... Discriminator Loss: 0.9552... Generator Loss: 1.1686
Epoch 3/8... Discriminator Loss: 1.1689... Generator Loss: 0.7093
Epoch 3/8... Discriminator Loss: 1.3604... Generator Loss: 0.6258
Epoch 3/8... Discriminator Loss: 1.1807... Generator Loss: 0.8011
Epoch 3/8... Discriminator Loss: 1.0860... Generator Loss: 1.0525
Epoch 3/8... Discriminator Loss: 0.9679... Generator Loss: 1.0117
Epoch 3/8... Discriminator Loss: 0.8845... Generator Loss: 1.1016
Epoch 3/8... Discriminator Loss: 1.3450... Generator Loss: 0.6910
Epoch 3/8... Discriminator Loss: 1.1071... Generator Loss: 0.8808
Epoch 3/8... Discriminator Loss: 1.0362... Generator Loss: 0.8778
Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.6311
Epoch 3/8... Discriminator Loss: 1.2464... Generator Loss: 0.6173
Epoch 3/8... Discriminator Loss: 1.3469... Generator Loss: 0.6971
Epoch 3/8... Discriminator Loss: 1.0293... Generator Loss: 0.8211
Epoch 3/8... Discriminator Loss: 1.2350... Generator Loss: 0.5907
Epoch 3/8... Discriminator Loss: 1.1578... Generator Loss: 0.8451
Epoch 3/8... Discriminator Loss: 1.2718... Generator Loss: 0.6571
Epoch 3/8... Discriminator Loss: 0.9301... Generator Loss: 1.7156
Epoch 3/8... Discriminator Loss: 1.0605... Generator Loss: 0.8754
Epoch 3/8... Discriminator Loss: 1.1950... Generator Loss: 0.7339
Epoch 3/8... Discriminator Loss: 0.9730... Generator Loss: 1.2813
Epoch 3/8... Discriminator Loss: 1.0562... Generator Loss: 0.6562
Epoch 3/8... Discriminator Loss: 0.8965... Generator Loss: 1.4643
Epoch 3/8... Discriminator Loss: 1.4126... Generator Loss: 0.6355
Epoch 3/8... Discriminator Loss: 1.0790... Generator Loss: 0.7937
Epoch 3/8... Discriminator Loss: 1.5070... Generator Loss: 0.4339
Epoch 3/8... Discriminator Loss: 1.2424... Generator Loss: 0.5817
Epoch 3/8... Discriminator Loss: 0.9946... Generator Loss: 1.2102
Epoch 3/8... Discriminator Loss: 1.2769... Generator Loss: 0.7683
Epoch 3/8... Discriminator Loss: 1.0880... Generator Loss: 0.7114
Epoch 3/8... Discriminator Loss: 1.0186... Generator Loss: 0.9103
Epoch 3/8... Discriminator Loss: 1.4119... Generator Loss: 0.5586
Epoch 3/8... Discriminator Loss: 1.1459... Generator Loss: 1.2940
Epoch 3/8... Discriminator Loss: 1.0614... Generator Loss: 1.0497
Epoch 3/8... Discriminator Loss: 1.0627... Generator Loss: 1.5026
Epoch 3/8... Discriminator Loss: 1.2734... Generator Loss: 0.7584
Epoch 3/8... Discriminator Loss: 1.1503... Generator Loss: 0.8512
Epoch 3/8... Discriminator Loss: 1.0897... Generator Loss: 0.7852
Epoch 3/8... Discriminator Loss: 0.8507... Generator Loss: 1.4886
Epoch 3/8... Discriminator Loss: 1.3015... Generator Loss: 0.6098
Epoch 3/8... Discriminator Loss: 1.0193... Generator Loss: 1.0250
Epoch 3/8... Discriminator Loss: 1.1709... Generator Loss: 0.7829
Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.5389
Epoch 3/8... Discriminator Loss: 1.1963... Generator Loss: 0.5716
Epoch 3/8... Discriminator Loss: 1.1370... Generator Loss: 0.8044
Epoch 3/8... Discriminator Loss: 0.9858... Generator Loss: 0.8016
Epoch 3/8... Discriminator Loss: 0.7810... Generator Loss: 1.7332
Epoch 3/8... Discriminator Loss: 0.8665... Generator Loss: 1.6103
Epoch 3/8... Discriminator Loss: 1.2336... Generator Loss: 0.9038
Epoch 3/8... Discriminator Loss: 1.0583... Generator Loss: 0.6926
Epoch 3/8... Discriminator Loss: 1.2631... Generator Loss: 0.7991
Epoch 3/8... Discriminator Loss: 1.3498... Generator Loss: 0.7620
Epoch 3/8... Discriminator Loss: 1.1099... Generator Loss: 0.8242
Epoch 3/8... Discriminator Loss: 0.9992... Generator Loss: 1.0269
Epoch 3/8... Discriminator Loss: 1.1399... Generator Loss: 0.8131
Epoch 3/8... Discriminator Loss: 1.0517... Generator Loss: 0.9236
Epoch 3/8... Discriminator Loss: 0.9501... Generator Loss: 1.2128
Epoch 3/8... Discriminator Loss: 1.1141... Generator Loss: 0.9372
Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.7009
Epoch 3/8... Discriminator Loss: 1.4349... Generator Loss: 0.5472
Epoch 3/8... Discriminator Loss: 1.3980... Generator Loss: 0.6126
Epoch 3/8... Discriminator Loss: 1.2446... Generator Loss: 0.6784
Epoch 3/8... Discriminator Loss: 1.0544... Generator Loss: 1.0254
Epoch 3/8... Discriminator Loss: 1.1209... Generator Loss: 1.0973
Epoch 3/8... Discriminator Loss: 0.9950... Generator Loss: 1.3526
Epoch 3/8... Discriminator Loss: 1.2195... Generator Loss: 0.8213
Epoch 3/8... Discriminator Loss: 1.3953... Generator Loss: 0.6716
Epoch 3/8... Discriminator Loss: 1.4639... Generator Loss: 0.6045
Epoch 3/8... Discriminator Loss: 1.2919... Generator Loss: 0.8379
Epoch 3/8... Discriminator Loss: 1.1817... Generator Loss: 0.8498
Epoch 3/8... Discriminator Loss: 1.5296... Generator Loss: 0.5074
Epoch 3/8... Discriminator Loss: 1.1781... Generator Loss: 0.8023
Epoch 3/8... Discriminator Loss: 0.9775... Generator Loss: 1.0642
Epoch 3/8... Discriminator Loss: 1.1683... Generator Loss: 1.0731
Epoch 3/8... Discriminator Loss: 1.3440... Generator Loss: 0.5679
Epoch 3/8... Discriminator Loss: 1.1692... Generator Loss: 0.6941
Epoch 3/8... Discriminator Loss: 1.2420... Generator Loss: 0.6750
Epoch 3/8... Discriminator Loss: 0.8408... Generator Loss: 1.2094
Epoch 3/8... Discriminator Loss: 1.1589... Generator Loss: 0.9319
Epoch 3/8... Discriminator Loss: 1.4605... Generator Loss: 0.5698
Epoch 3/8... Discriminator Loss: 1.3120... Generator Loss: 0.6823
Epoch 3/8... Discriminator Loss: 1.4260... Generator Loss: 0.5554
Epoch 3/8... Discriminator Loss: 1.1891... Generator Loss: 0.5692
Epoch 3/8... Discriminator Loss: 1.5911... Generator Loss: 0.4403
Epoch 3/8... Discriminator Loss: 1.2880... Generator Loss: 0.7795
Epoch 3/8... Discriminator Loss: 1.2028... Generator Loss: 0.8363
Epoch 3/8... Discriminator Loss: 1.1989... Generator Loss: 0.7725
Epoch 3/8... Discriminator Loss: 1.3517... Generator Loss: 0.6016
Epoch 3/8... Discriminator Loss: 1.2625... Generator Loss: 0.7393
Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.7621
Epoch 3/8... Discriminator Loss: 1.1911... Generator Loss: 0.9769
Epoch 3/8... Discriminator Loss: 1.0831... Generator Loss: 0.8661
Epoch 3/8... Discriminator Loss: 1.2763... Generator Loss: 0.6295
Epoch 3/8... Discriminator Loss: 1.2664... Generator Loss: 0.5414
Epoch 3/8... Discriminator Loss: 1.2133... Generator Loss: 0.6514
Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.7158
Epoch 3/8... Discriminator Loss: 1.4330... Generator Loss: 1.0482
Epoch 3/8... Discriminator Loss: 1.2281... Generator Loss: 0.6926
Epoch 3/8... Discriminator Loss: 1.2829... Generator Loss: 0.7497
Epoch 3/8... Discriminator Loss: 1.3228... Generator Loss: 0.6594
Epoch 3/8... Discriminator Loss: 1.1362... Generator Loss: 0.7229
Epoch 3/8... Discriminator Loss: 1.1986... Generator Loss: 0.6721
Epoch 3/8... Discriminator Loss: 1.3448... Generator Loss: 0.7969
Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.7376
Epoch 3/8... Discriminator Loss: 1.1300... Generator Loss: 0.8187
Epoch 3/8... Discriminator Loss: 1.2102... Generator Loss: 0.9226
Epoch 3/8... Discriminator Loss: 1.2148... Generator Loss: 0.8249
Epoch 3/8... Discriminator Loss: 1.2288... Generator Loss: 0.7733
Epoch 3/8... Discriminator Loss: 1.2632... Generator Loss: 0.7345
Epoch 3/8... Discriminator Loss: 0.8246... Generator Loss: 1.9902
Epoch 3/8... Discriminator Loss: 1.2754... Generator Loss: 0.7143
Epoch 3/8... Discriminator Loss: 1.2144... Generator Loss: 0.7602
Epoch 3/8... Discriminator Loss: 1.1182... Generator Loss: 0.8191
Epoch 3/8... Discriminator Loss: 1.3321... Generator Loss: 0.6782
Epoch 3/8... Discriminator Loss: 1.1041... Generator Loss: 0.7734
Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.5799
Epoch 3/8... Discriminator Loss: 1.1383... Generator Loss: 0.7987
Epoch 3/8... Discriminator Loss: 1.1118... Generator Loss: 0.8666
Epoch 3/8... Discriminator Loss: 1.3470... Generator Loss: 0.6538
Epoch 3/8... Discriminator Loss: 1.0669... Generator Loss: 0.9423
Epoch 3/8... Discriminator Loss: 1.2721... Generator Loss: 0.6657
Epoch 3/8... Discriminator Loss: 0.9168... Generator Loss: 1.5567
Epoch 3/8... Discriminator Loss: 1.0541... Generator Loss: 0.9702
Epoch 3/8... Discriminator Loss: 1.1567... Generator Loss: 1.6498
Epoch 3/8... Discriminator Loss: 1.2918... Generator Loss: 0.9283
Epoch 3/8... Discriminator Loss: 0.9826... Generator Loss: 1.0987
Epoch 3/8... Discriminator Loss: 1.0059... Generator Loss: 0.9101
Epoch 3/8... Discriminator Loss: 1.1122... Generator Loss: 0.6775
Epoch 3/8... Discriminator Loss: 1.0849... Generator Loss: 0.7912
Epoch 3/8... Discriminator Loss: 1.2406... Generator Loss: 0.8098
Epoch 3/8... Discriminator Loss: 1.2899... Generator Loss: 0.8407
Epoch 3/8... Discriminator Loss: 1.2356... Generator Loss: 0.7624
Epoch 3/8... Discriminator Loss: 1.2359... Generator Loss: 0.8283
Epoch 3/8... Discriminator Loss: 1.0662... Generator Loss: 0.8946
Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.5297
Epoch 3/8... Discriminator Loss: 1.0890... Generator Loss: 0.8450
Epoch 3/8... Discriminator Loss: 1.4785... Generator Loss: 0.5855
Epoch 3/8... Discriminator Loss: 1.1788... Generator Loss: 0.6425
Epoch 3/8... Discriminator Loss: 1.2309... Generator Loss: 0.7158
Epoch 3/8... Discriminator Loss: 1.1994... Generator Loss: 0.7237
Epoch 3/8... Discriminator Loss: 1.5649... Generator Loss: 0.4199
Epoch 3/8... Discriminator Loss: 1.1700... Generator Loss: 1.0498
Epoch 3/8... Discriminator Loss: 1.3200... Generator Loss: 0.6440
Epoch 3/8... Discriminator Loss: 1.0984... Generator Loss: 0.9605
Epoch 3/8... Discriminator Loss: 1.0288... Generator Loss: 0.8099
Epoch 3/8... Discriminator Loss: 1.2611... Generator Loss: 0.8384
Epoch 3/8... Discriminator Loss: 1.3069... Generator Loss: 0.6437
Epoch 3/8... Discriminator Loss: 1.2557... Generator Loss: 0.7919
Epoch 3/8... Discriminator Loss: 1.1141... Generator Loss: 0.7003
Epoch 3/8... Discriminator Loss: 1.4525... Generator Loss: 0.6189
Epoch 3/8... Discriminator Loss: 1.0591... Generator Loss: 1.0329
Epoch 3/8... Discriminator Loss: 1.2403... Generator Loss: 0.6926
Epoch 3/8... Discriminator Loss: 1.0387... Generator Loss: 0.9886
Epoch 3/8... Discriminator Loss: 1.3404... Generator Loss: 0.7617
Epoch 3/8... Discriminator Loss: 1.3877... Generator Loss: 0.6769
Epoch 3/8... Discriminator Loss: 1.1881... Generator Loss: 0.7624
Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.6634
Epoch 3/8... Discriminator Loss: 1.2969... Generator Loss: 0.6467
Epoch 3/8... Discriminator Loss: 1.2480... Generator Loss: 0.5974
Epoch 3/8... Discriminator Loss: 1.4978... Generator Loss: 0.5786
Epoch 3/8... Discriminator Loss: 1.0381... Generator Loss: 1.1029
Epoch 3/8... Discriminator Loss: 1.0366... Generator Loss: 1.5101
Epoch 3/8... Discriminator Loss: 1.2201... Generator Loss: 0.7492
Epoch 3/8... Discriminator Loss: 1.3794... Generator Loss: 0.7521
Epoch 3/8... Discriminator Loss: 1.0230... Generator Loss: 1.1661
Epoch 3/8... Discriminator Loss: 1.2688... Generator Loss: 0.8302
Epoch 3/8... Discriminator Loss: 1.1550... Generator Loss: 0.8152
Epoch 3/8... Discriminator Loss: 1.2506... Generator Loss: 0.9228
Epoch 3/8... Discriminator Loss: 1.0373... Generator Loss: 0.7795
Epoch 3/8... Discriminator Loss: 1.1021... Generator Loss: 0.8787
Epoch 3/8... Discriminator Loss: 1.4073... Generator Loss: 0.6493
Epoch 3/8... Discriminator Loss: 1.1234... Generator Loss: 1.0120
Epoch 3/8... Discriminator Loss: 1.1747... Generator Loss: 0.8871
Epoch 3/8... Discriminator Loss: 1.1352... Generator Loss: 0.8535
Epoch 3/8... Discriminator Loss: 1.1992... Generator Loss: 1.1424
Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.6278
Epoch 3/8... Discriminator Loss: 1.3438... Generator Loss: 0.8192
Epoch 3/8... Discriminator Loss: 1.4114... Generator Loss: 0.5593
Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.5948
Epoch 3/8... Discriminator Loss: 0.8847... Generator Loss: 1.2770
Epoch 3/8... Discriminator Loss: 0.9291... Generator Loss: 1.2537
Epoch 3/8... Discriminator Loss: 1.1961... Generator Loss: 0.7203
Epoch 3/8... Discriminator Loss: 1.1935... Generator Loss: 0.8556
Epoch 3/8... Discriminator Loss: 1.1993... Generator Loss: 0.9057
Epoch 3/8... Discriminator Loss: 1.2921... Generator Loss: 0.6228
Epoch 3/8... Discriminator Loss: 0.9149... Generator Loss: 1.2352
Epoch 3/8... Discriminator Loss: 1.2515... Generator Loss: 0.6987
Epoch 3/8... Discriminator Loss: 1.1103... Generator Loss: 0.7687
Epoch 3/8... Discriminator Loss: 0.9248... Generator Loss: 1.0579
Epoch 3/8... Discriminator Loss: 1.2654... Generator Loss: 0.6672
Epoch 3/8... Discriminator Loss: 1.2972... Generator Loss: 0.6376
Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7025
Epoch 3/8... Discriminator Loss: 1.2191... Generator Loss: 0.9036
Epoch 3/8... Discriminator Loss: 0.9380... Generator Loss: 1.1658
Epoch 3/8... Discriminator Loss: 1.5602... Generator Loss: 0.3925
Epoch 3/8... Discriminator Loss: 1.2705... Generator Loss: 0.6438
Epoch 3/8... Discriminator Loss: 1.0410... Generator Loss: 0.9142
Epoch 3/8... Discriminator Loss: 1.0202... Generator Loss: 1.1487
Epoch 3/8... Discriminator Loss: 1.0705... Generator Loss: 1.0164
Epoch 3/8... Discriminator Loss: 1.0633... Generator Loss: 0.9410
Epoch 3/8... Discriminator Loss: 1.0935... Generator Loss: 0.8525
Epoch 3/8... Discriminator Loss: 1.4137... Generator Loss: 0.5923
Epoch 3/8... Discriminator Loss: 1.1376... Generator Loss: 0.9195
Epoch 3/8... Discriminator Loss: 1.0955... Generator Loss: 0.8496
Epoch 3/8... Discriminator Loss: 1.0705... Generator Loss: 1.0497
Epoch 3/8... Discriminator Loss: 1.2738... Generator Loss: 0.6581
Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.6604
Epoch 3/8... Discriminator Loss: 1.0866... Generator Loss: 1.0603
Epoch 3/8... Discriminator Loss: 1.4650... Generator Loss: 0.4878
Epoch 3/8... Discriminator Loss: 1.2066... Generator Loss: 0.8393
Epoch 3/8... Discriminator Loss: 1.1685... Generator Loss: 0.9541
Epoch 3/8... Discriminator Loss: 0.9468... Generator Loss: 0.9617
Epoch 3/8... Discriminator Loss: 1.2647... Generator Loss: 0.9532
Epoch 3/8... Discriminator Loss: 1.1749... Generator Loss: 0.8426
Epoch 3/8... Discriminator Loss: 0.6709... Generator Loss: 1.3288
Epoch 3/8... Discriminator Loss: 1.2722... Generator Loss: 0.7943
Epoch 3/8... Discriminator Loss: 1.2025... Generator Loss: 0.7160
Epoch 3/8... Discriminator Loss: 0.9861... Generator Loss: 0.9798
Epoch 3/8... Discriminator Loss: 0.9998... Generator Loss: 0.9428
Epoch 3/8... Discriminator Loss: 1.2176... Generator Loss: 0.9623
Epoch 3/8... Discriminator Loss: 1.2774... Generator Loss: 0.7788
Epoch 3/8... Discriminator Loss: 1.3225... Generator Loss: 0.5495
Epoch 3/8... Discriminator Loss: 1.2743... Generator Loss: 0.7357
Epoch 3/8... Discriminator Loss: 1.2750... Generator Loss: 0.7023
Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.5757
Epoch 3/8... Discriminator Loss: 1.0203... Generator Loss: 1.2558
Epoch 3/8... Discriminator Loss: 1.1215... Generator Loss: 0.6647
Epoch 3/8... Discriminator Loss: 1.1873... Generator Loss: 0.6642
Epoch 3/8... Discriminator Loss: 1.3598... Generator Loss: 0.7990
Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7672
Epoch 3/8... Discriminator Loss: 1.3619... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 0.9518... Generator Loss: 1.3291
Epoch 3/8... Discriminator Loss: 1.3385... Generator Loss: 0.6773
Epoch 3/8... Discriminator Loss: 1.1559... Generator Loss: 0.7839
Epoch 3/8... Discriminator Loss: 1.2976... Generator Loss: 0.6177
Epoch 3/8... Discriminator Loss: 1.4876... Generator Loss: 0.5375
Epoch 3/8... Discriminator Loss: 1.3503... Generator Loss: 0.7027
Epoch 3/8... Discriminator Loss: 0.9144... Generator Loss: 1.4157
Epoch 3/8... Discriminator Loss: 1.2317... Generator Loss: 0.5884
Epoch 3/8... Discriminator Loss: 1.1507... Generator Loss: 0.7039
Epoch 3/8... Discriminator Loss: 1.3816... Generator Loss: 0.6939
Epoch 3/8... Discriminator Loss: 1.1534... Generator Loss: 0.7582
Epoch 3/8... Discriminator Loss: 1.2444... Generator Loss: 0.9342
Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.5714
Epoch 3/8... Discriminator Loss: 1.2267... Generator Loss: 1.1845
Epoch 3/8... Discriminator Loss: 1.1944... Generator Loss: 0.8852
Epoch 3/8... Discriminator Loss: 1.3423... Generator Loss: 0.7556
Epoch 3/8... Discriminator Loss: 1.4503... Generator Loss: 0.5415
Epoch 3/8... Discriminator Loss: 0.9670... Generator Loss: 1.1092
Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.5495
Epoch 3/8... Discriminator Loss: 1.1788... Generator Loss: 0.6853
Epoch 3/8... Discriminator Loss: 0.9733... Generator Loss: 1.3601
Epoch 3/8... Discriminator Loss: 1.1577... Generator Loss: 0.7305
Epoch 3/8... Discriminator Loss: 1.0798... Generator Loss: 1.0387
Epoch 3/8... Discriminator Loss: 1.1374... Generator Loss: 0.9451
Epoch 3/8... Discriminator Loss: 1.2658... Generator Loss: 0.6901
Epoch 3/8... Discriminator Loss: 1.4029... Generator Loss: 0.7590
Epoch 3/8... Discriminator Loss: 1.4056... Generator Loss: 0.5432
Epoch 3/8... Discriminator Loss: 1.1145... Generator Loss: 0.7521
Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.6987
Epoch 3/8... Discriminator Loss: 1.1674... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.5538
Epoch 3/8... Discriminator Loss: 1.3442... Generator Loss: 0.8429
Epoch 3/8... Discriminator Loss: 1.0570... Generator Loss: 1.0796
Epoch 3/8... Discriminator Loss: 1.3550... Generator Loss: 0.6930
Epoch 3/8... Discriminator Loss: 1.2347... Generator Loss: 0.8534
Epoch 3/8... Discriminator Loss: 1.2931... Generator Loss: 0.7504
Epoch 3/8... Discriminator Loss: 1.0862... Generator Loss: 0.8969
Epoch 3/8... Discriminator Loss: 1.0340... Generator Loss: 0.9768
Epoch 3/8... Discriminator Loss: 1.1304... Generator Loss: 0.8991
Epoch 3/8... Discriminator Loss: 1.2727... Generator Loss: 0.6029
Epoch 3/8... Discriminator Loss: 1.5528... Generator Loss: 0.4972
Epoch 3/8... Discriminator Loss: 1.2853... Generator Loss: 0.7134
Epoch 3/8... Discriminator Loss: 1.2529... Generator Loss: 0.7326
Epoch 3/8... Discriminator Loss: 1.4385... Generator Loss: 0.5845
Epoch 3/8... Discriminator Loss: 1.3777... Generator Loss: 0.7801
Epoch 3/8... Discriminator Loss: 1.5707... Generator Loss: 0.4534
Epoch 3/8... Discriminator Loss: 1.3011... Generator Loss: 0.5894
Epoch 3/8... Discriminator Loss: 1.2822... Generator Loss: 0.6962
Epoch 3/8... Discriminator Loss: 1.0775... Generator Loss: 0.8820
Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.5295
Epoch 3/8... Discriminator Loss: 1.5716... Generator Loss: 0.7629
Epoch 3/8... Discriminator Loss: 0.7954... Generator Loss: 1.5803
Epoch 3/8... Discriminator Loss: 1.2953... Generator Loss: 0.6218
Epoch 3/8... Discriminator Loss: 1.4810... Generator Loss: 0.8600
Epoch 3/8... Discriminator Loss: 1.2679... Generator Loss: 0.8604
Epoch 3/8... Discriminator Loss: 0.9928... Generator Loss: 1.3380
Epoch 3/8... Discriminator Loss: 1.4986... Generator Loss: 0.4809
Epoch 3/8... Discriminator Loss: 1.3014... Generator Loss: 0.7902
Epoch 3/8... Discriminator Loss: 1.0235... Generator Loss: 1.2373
Epoch 3/8... Discriminator Loss: 1.3060... Generator Loss: 0.7176
Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.9244
Epoch 3/8... Discriminator Loss: 1.0803... Generator Loss: 0.8781
Epoch 3/8... Discriminator Loss: 1.1921... Generator Loss: 0.7804
Epoch 3/8... Discriminator Loss: 1.0897... Generator Loss: 0.9200
Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7141
Epoch 3/8... Discriminator Loss: 1.2642... Generator Loss: 1.0142
Epoch 3/8... Discriminator Loss: 1.2065... Generator Loss: 0.6837
Epoch 3/8... Discriminator Loss: 0.9845... Generator Loss: 1.1444
Epoch 3/8... Discriminator Loss: 1.1623... Generator Loss: 0.6316
Epoch 3/8... Discriminator Loss: 1.1629... Generator Loss: 1.3200
Epoch 3/8... Discriminator Loss: 1.4775... Generator Loss: 0.5656
Epoch 3/8... Discriminator Loss: 1.1650... Generator Loss: 0.6218
Epoch 3/8... Discriminator Loss: 1.3285... Generator Loss: 0.7750
Epoch 3/8... Discriminator Loss: 0.9622... Generator Loss: 1.1877
Epoch 3/8... Discriminator Loss: 1.2658... Generator Loss: 0.7982
Epoch 3/8... Discriminator Loss: 1.1171... Generator Loss: 0.6764
Epoch 3/8... Discriminator Loss: 0.9201... Generator Loss: 1.3542
Epoch 3/8... Discriminator Loss: 1.3973... Generator Loss: 0.5428
Epoch 3/8... Discriminator Loss: 1.2639... Generator Loss: 0.8712
Epoch 3/8... Discriminator Loss: 1.1086... Generator Loss: 0.7780
Epoch 3/8... Discriminator Loss: 1.2371... Generator Loss: 0.7679
Epoch 3/8... Discriminator Loss: 1.1892... Generator Loss: 0.6792
Epoch 3/8... Discriminator Loss: 1.2402... Generator Loss: 1.2163
Epoch 3/8... Discriminator Loss: 1.3295... Generator Loss: 0.7615
Epoch 3/8... Discriminator Loss: 1.3608... Generator Loss: 0.6640
Epoch 3/8... Discriminator Loss: 1.3387... Generator Loss: 0.6457
Epoch 3/8... Discriminator Loss: 0.7892... Generator Loss: 2.2327
Epoch 3/8... Discriminator Loss: 1.2482... Generator Loss: 0.6658
Epoch 3/8... Discriminator Loss: 1.2188... Generator Loss: 0.6556
Epoch 3/8... Discriminator Loss: 1.2404... Generator Loss: 0.9594
Epoch 3/8... Discriminator Loss: 1.1230... Generator Loss: 0.7228
Epoch 3/8... Discriminator Loss: 1.5307... Generator Loss: 0.4887
Epoch 3/8... Discriminator Loss: 1.1163... Generator Loss: 0.9429
Epoch 3/8... Discriminator Loss: 1.2037... Generator Loss: 0.9473
Epoch 3/8... Discriminator Loss: 1.5882... Generator Loss: 0.5103
Epoch 3/8... Discriminator Loss: 1.2541... Generator Loss: 0.9508
Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.5974
Epoch 3/8... Discriminator Loss: 1.3832... Generator Loss: 0.5397
Epoch 3/8... Discriminator Loss: 1.1246... Generator Loss: 0.9349
Epoch 3/8... Discriminator Loss: 1.2963... Generator Loss: 0.6628
Epoch 3/8... Discriminator Loss: 1.2817... Generator Loss: 0.7425
Epoch 3/8... Discriminator Loss: 1.4230... Generator Loss: 0.6270
Epoch 3/8... Discriminator Loss: 1.3288... Generator Loss: 0.6395
Epoch 3/8... Discriminator Loss: 1.5761... Generator Loss: 0.5540
Epoch 3/8... Discriminator Loss: 1.2375... Generator Loss: 0.6645
Epoch 3/8... Discriminator Loss: 1.5519... Generator Loss: 0.5126
Epoch 3/8... Discriminator Loss: 1.2825... Generator Loss: 0.6801
Epoch 3/8... Discriminator Loss: 0.8087... Generator Loss: 1.1789
Epoch 3/8... Discriminator Loss: 1.0278... Generator Loss: 1.3909
Epoch 3/8... Discriminator Loss: 1.2653... Generator Loss: 1.1398
Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.6537
Epoch 3/8... Discriminator Loss: 1.0359... Generator Loss: 1.0693
Epoch 3/8... Discriminator Loss: 1.2542... Generator Loss: 0.8398
Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.9080
Epoch 3/8... Discriminator Loss: 1.2621... Generator Loss: 0.7671
Epoch 3/8... Discriminator Loss: 1.4520... Generator Loss: 0.5634
Epoch 3/8... Discriminator Loss: 1.3395... Generator Loss: 0.7053
Epoch 3/8... Discriminator Loss: 1.2238... Generator Loss: 0.8259
Epoch 3/8... Discriminator Loss: 1.4215... Generator Loss: 0.5504
Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.6169
Epoch 3/8... Discriminator Loss: 0.8762... Generator Loss: 1.2323
Epoch 3/8... Discriminator Loss: 1.3288... Generator Loss: 0.6298
Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.5648
Epoch 3/8... Discriminator Loss: 1.1906... Generator Loss: 0.7976
Epoch 3/8... Discriminator Loss: 1.1350... Generator Loss: 1.3788
Epoch 3/8... Discriminator Loss: 1.1399... Generator Loss: 0.9555
Epoch 3/8... Discriminator Loss: 1.1712... Generator Loss: 0.7630
Epoch 3/8... Discriminator Loss: 1.1078... Generator Loss: 0.9970
Epoch 3/8... Discriminator Loss: 1.1806... Generator Loss: 0.8095
Epoch 3/8... Discriminator Loss: 1.3889... Generator Loss: 0.6746
Epoch 3/8... Discriminator Loss: 1.3205... Generator Loss: 0.8171
Epoch 3/8... Discriminator Loss: 1.1465... Generator Loss: 0.7444
Epoch 3/8... Discriminator Loss: 0.8298... Generator Loss: 1.2414
Epoch 3/8... Discriminator Loss: 1.5184... Generator Loss: 0.7293
Epoch 3/8... Discriminator Loss: 1.1010... Generator Loss: 1.3354
Epoch 3/8... Discriminator Loss: 1.3326... Generator Loss: 0.8577
Epoch 3/8... Discriminator Loss: 1.1501... Generator Loss: 0.9416
Epoch 3/8... Discriminator Loss: 1.4546... Generator Loss: 0.5861
Epoch 3/8... Discriminator Loss: 0.9224... Generator Loss: 1.3381
Epoch 3/8... Discriminator Loss: 1.0108... Generator Loss: 1.0329
Epoch 3/8... Discriminator Loss: 1.2982... Generator Loss: 0.9927
Epoch 3/8... Discriminator Loss: 1.2984... Generator Loss: 1.2552
Epoch 3/8... Discriminator Loss: 1.3476... Generator Loss: 0.7033
Epoch 3/8... Discriminator Loss: 1.3350... Generator Loss: 0.7367
Epoch 3/8... Discriminator Loss: 1.2354... Generator Loss: 0.7527
Epoch 3/8... Discriminator Loss: 1.0791... Generator Loss: 0.7132
Epoch 3/8... Discriminator Loss: 1.1029... Generator Loss: 0.7091
Epoch 3/8... Discriminator Loss: 1.0035... Generator Loss: 1.5224
Epoch 3/8... Discriminator Loss: 1.2834... Generator Loss: 0.7096
Epoch 3/8... Discriminator Loss: 1.2656... Generator Loss: 0.7300
Epoch 3/8... Discriminator Loss: 1.2012... Generator Loss: 0.7883
Epoch 3/8... Discriminator Loss: 1.2513... Generator Loss: 0.7526
Epoch 3/8... Discriminator Loss: 1.1308... Generator Loss: 1.3158
Epoch 3/8... Discriminator Loss: 1.3493... Generator Loss: 0.5058
Epoch 3/8... Discriminator Loss: 1.1398... Generator Loss: 0.7494
Epoch 3/8... Discriminator Loss: 1.1460... Generator Loss: 0.7649
Epoch 3/8... Discriminator Loss: 1.2469... Generator Loss: 0.7067
Epoch 3/8... Discriminator Loss: 1.3991... Generator Loss: 0.6223
Epoch 3/8... Discriminator Loss: 1.2016... Generator Loss: 0.8237
Epoch 3/8... Discriminator Loss: 1.3041... Generator Loss: 0.7235
Epoch 3/8... Discriminator Loss: 1.5146... Generator Loss: 0.5510
Epoch 3/8... Discriminator Loss: 1.2235... Generator Loss: 0.7924
Epoch 3/8... Discriminator Loss: 1.4849... Generator Loss: 0.6626
Epoch 3/8... Discriminator Loss: 1.3497... Generator Loss: 0.6185
Epoch 3/8... Discriminator Loss: 0.9969... Generator Loss: 1.4947
Epoch 3/8... Discriminator Loss: 1.3208... Generator Loss: 0.6641
Epoch 3/8... Discriminator Loss: 1.4675... Generator Loss: 0.5764
Epoch 3/8... Discriminator Loss: 1.1233... Generator Loss: 1.1404
Epoch 3/8... Discriminator Loss: 1.3577... Generator Loss: 0.7476
Epoch 3/8... Discriminator Loss: 1.0043... Generator Loss: 1.0848
Epoch 3/8... Discriminator Loss: 0.9828... Generator Loss: 1.6083
Epoch 3/8... Discriminator Loss: 1.1963... Generator Loss: 0.7722
Epoch 3/8... Discriminator Loss: 1.2264... Generator Loss: 0.8767
Epoch 3/8... Discriminator Loss: 0.9935... Generator Loss: 1.0788
Epoch 3/8... Discriminator Loss: 1.4343... Generator Loss: 0.6054
Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.5806
Epoch 3/8... Discriminator Loss: 1.3447... Generator Loss: 0.8675
Epoch 3/8... Discriminator Loss: 1.1426... Generator Loss: 1.0144
Epoch 3/8... Discriminator Loss: 1.0941... Generator Loss: 1.1061
Epoch 3/8... Discriminator Loss: 1.4425... Generator Loss: 0.6249
Epoch 3/8... Discriminator Loss: 1.4779... Generator Loss: 0.4993
Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.5404
Epoch 3/8... Discriminator Loss: 1.1069... Generator Loss: 0.9761
Epoch 3/8... Discriminator Loss: 1.4219... Generator Loss: 0.6969
Epoch 3/8... Discriminator Loss: 1.7985... Generator Loss: 0.4177
Epoch 3/8... Discriminator Loss: 0.8909... Generator Loss: 1.6343
Epoch 3/8... Discriminator Loss: 1.4282... Generator Loss: 0.5689
Epoch 3/8... Discriminator Loss: 1.1661... Generator Loss: 1.1976
Epoch 3/8... Discriminator Loss: 1.1464... Generator Loss: 0.7571
Epoch 3/8... Discriminator Loss: 1.1231... Generator Loss: 0.9197
Epoch 3/8... Discriminator Loss: 1.2467... Generator Loss: 0.9129
Epoch 3/8... Discriminator Loss: 1.0160... Generator Loss: 0.8809
Epoch 3/8... Discriminator Loss: 1.1293... Generator Loss: 0.8851
Epoch 3/8... Discriminator Loss: 1.3787... Generator Loss: 0.6232
Epoch 3/8... Discriminator Loss: 1.1691... Generator Loss: 0.9054
Epoch 3/8... Discriminator Loss: 1.2337... Generator Loss: 0.8596
Epoch 3/8... Discriminator Loss: 1.4606... Generator Loss: 0.6282
Epoch 3/8... Discriminator Loss: 1.3133... Generator Loss: 0.7433
Epoch 3/8... Discriminator Loss: 1.2356... Generator Loss: 0.9712
Epoch 3/8... Discriminator Loss: 1.5450... Generator Loss: 0.6580
Epoch 3/8... Discriminator Loss: 1.2471... Generator Loss: 1.0796
Epoch 3/8... Discriminator Loss: 1.2079... Generator Loss: 0.7640
Epoch 3/8... Discriminator Loss: 1.0070... Generator Loss: 0.9695
Epoch 3/8... Discriminator Loss: 1.3356... Generator Loss: 0.9391
Epoch 3/8... Discriminator Loss: 1.1994... Generator Loss: 0.6480
Epoch 3/8... Discriminator Loss: 1.3717... Generator Loss: 0.7654
Epoch 3/8... Discriminator Loss: 1.1209... Generator Loss: 0.7891
Epoch 3/8... Discriminator Loss: 1.2227... Generator Loss: 0.6638
Epoch 3/8... Discriminator Loss: 1.2565... Generator Loss: 0.8996
Epoch 3/8... Discriminator Loss: 1.0462... Generator Loss: 1.0611
Epoch 3/8... Discriminator Loss: 1.4050... Generator Loss: 0.6874
Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.7916
Epoch 3/8... Discriminator Loss: 1.3682... Generator Loss: 0.7005
Epoch 3/8... Discriminator Loss: 1.0970... Generator Loss: 0.8414
Epoch 3/8... Discriminator Loss: 1.1478... Generator Loss: 1.1550
Epoch 3/8... Discriminator Loss: 1.4243... Generator Loss: 0.5760
Epoch 3/8... Discriminator Loss: 1.2093... Generator Loss: 0.8695
Epoch 3/8... Discriminator Loss: 1.3834... Generator Loss: 0.6147
Epoch 3/8... Discriminator Loss: 1.3275... Generator Loss: 0.5593
Epoch 3/8... Discriminator Loss: 1.0088... Generator Loss: 0.9776
Epoch 3/8... Discriminator Loss: 1.2787... Generator Loss: 0.6986
Epoch 3/8... Discriminator Loss: 1.2214... Generator Loss: 0.7787
Epoch 3/8... Discriminator Loss: 1.2319... Generator Loss: 0.8448
Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.5305
Epoch 3/8... Discriminator Loss: 1.1612... Generator Loss: 1.0840
Epoch 3/8... Discriminator Loss: 1.0741... Generator Loss: 0.8959
Epoch 3/8... Discriminator Loss: 1.4328... Generator Loss: 0.6664
Epoch 3/8... Discriminator Loss: 1.4026... Generator Loss: 0.6802
Epoch 3/8... Discriminator Loss: 1.0240... Generator Loss: 0.9650
Epoch 3/8... Discriminator Loss: 1.2809... Generator Loss: 0.8259
Epoch 3/8... Discriminator Loss: 1.4382... Generator Loss: 0.5966
Epoch 3/8... Discriminator Loss: 1.2955... Generator Loss: 0.7330
Epoch 3/8... Discriminator Loss: 1.2241... Generator Loss: 0.7851
Epoch 3/8... Discriminator Loss: 1.2828... Generator Loss: 0.8632
Epoch 3/8... Discriminator Loss: 1.1489... Generator Loss: 0.8707
Epoch 3/8... Discriminator Loss: 1.2795... Generator Loss: 0.6691
Epoch 3/8... Discriminator Loss: 1.2606... Generator Loss: 0.8961
Epoch 3/8... Discriminator Loss: 1.2505... Generator Loss: 0.7822
Epoch 3/8... Discriminator Loss: 1.3130... Generator Loss: 0.5974
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.6692
Epoch 3/8... Discriminator Loss: 1.4166... Generator Loss: 0.5193
Epoch 3/8... Discriminator Loss: 1.1017... Generator Loss: 1.0157
Epoch 3/8... Discriminator Loss: 1.4322... Generator Loss: 0.5707
Epoch 3/8... Discriminator Loss: 1.0048... Generator Loss: 1.1410
Epoch 3/8... Discriminator Loss: 1.6481... Generator Loss: 0.5445
Epoch 3/8... Discriminator Loss: 1.4348... Generator Loss: 0.5488
Epoch 3/8... Discriminator Loss: 1.4437... Generator Loss: 0.5076
Epoch 3/8... Discriminator Loss: 1.3096... Generator Loss: 0.6076
Epoch 3/8... Discriminator Loss: 1.2416... Generator Loss: 0.6469
Epoch 3/8... Discriminator Loss: 1.4345... Generator Loss: 0.4918
Epoch 3/8... Discriminator Loss: 1.1433... Generator Loss: 0.7665
Epoch 3/8... Discriminator Loss: 1.2583... Generator Loss: 0.7226
Epoch 3/8... Discriminator Loss: 1.0175... Generator Loss: 1.0033
Epoch 3/8... Discriminator Loss: 1.1822... Generator Loss: 1.1552
Epoch 3/8... Discriminator Loss: 1.2626... Generator Loss: 0.7998
Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.6181
Epoch 3/8... Discriminator Loss: 1.2762... Generator Loss: 0.7415
Epoch 3/8... Discriminator Loss: 1.1974... Generator Loss: 0.8122
Epoch 3/8... Discriminator Loss: 1.4940... Generator Loss: 0.6163
Epoch 3/8... Discriminator Loss: 1.4337... Generator Loss: 0.5623
Epoch 3/8... Discriminator Loss: 1.0199... Generator Loss: 1.5645
Epoch 3/8... Discriminator Loss: 1.2809... Generator Loss: 0.6158
Epoch 3/8... Discriminator Loss: 1.1690... Generator Loss: 0.7879
Epoch 3/8... Discriminator Loss: 1.1235... Generator Loss: 0.8043
Epoch 3/8... Discriminator Loss: 0.9259... Generator Loss: 1.7079
Epoch 3/8... Discriminator Loss: 0.8692... Generator Loss: 1.2806
Epoch 3/8... Discriminator Loss: 1.1621... Generator Loss: 0.7674
Epoch 3/8... Discriminator Loss: 1.0882... Generator Loss: 0.9548
Epoch 3/8... Discriminator Loss: 1.1503... Generator Loss: 0.8207
Epoch 3/8... Discriminator Loss: 1.3039... Generator Loss: 0.6467
Epoch 3/8... Discriminator Loss: 1.2986... Generator Loss: 0.9957
Epoch 3/8... Discriminator Loss: 1.3553... Generator Loss: 0.6325
Epoch 3/8... Discriminator Loss: 1.2081... Generator Loss: 0.8714
Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.6661
Epoch 3/8... Discriminator Loss: 1.0406... Generator Loss: 1.0390
Epoch 3/8... Discriminator Loss: 1.4238... Generator Loss: 0.6268
Epoch 3/8... Discriminator Loss: 0.9486... Generator Loss: 1.1395
Epoch 3/8... Discriminator Loss: 1.2027... Generator Loss: 0.7369
Epoch 3/8... Discriminator Loss: 1.0771... Generator Loss: 0.9471
Epoch 3/8... Discriminator Loss: 1.2310... Generator Loss: 0.9512
Epoch 3/8... Discriminator Loss: 1.3013... Generator Loss: 0.6737
Epoch 3/8... Discriminator Loss: 1.3000... Generator Loss: 0.7084
Epoch 3/8... Discriminator Loss: 1.1724... Generator Loss: 0.8141
Epoch 3/8... Discriminator Loss: 1.3012... Generator Loss: 0.8738
Epoch 3/8... Discriminator Loss: 1.3631... Generator Loss: 0.6093
Epoch 3/8... Discriminator Loss: 1.2186... Generator Loss: 1.2769
Epoch 4/8... Discriminator Loss: 1.3667... Generator Loss: 0.6417
Epoch 4/8... Discriminator Loss: 0.9005... Generator Loss: 1.6524
Epoch 4/8... Discriminator Loss: 1.1222... Generator Loss: 0.8174
Epoch 4/8... Discriminator Loss: 1.2935... Generator Loss: 0.5673
Epoch 4/8... Discriminator Loss: 0.9753... Generator Loss: 1.0425
Epoch 4/8... Discriminator Loss: 1.2738... Generator Loss: 0.6329
Epoch 4/8... Discriminator Loss: 1.1764... Generator Loss: 0.8019
Epoch 4/8... Discriminator Loss: 1.0775... Generator Loss: 0.8861
Epoch 4/8... Discriminator Loss: 1.1719... Generator Loss: 0.8052
Epoch 4/8... Discriminator Loss: 1.2525... Generator Loss: 0.7481
Epoch 4/8... Discriminator Loss: 1.0858... Generator Loss: 0.8723
Epoch 4/8... Discriminator Loss: 1.2376... Generator Loss: 0.9608
Epoch 4/8... Discriminator Loss: 1.2818... Generator Loss: 0.7056
Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.6005
Epoch 4/8... Discriminator Loss: 1.2807... Generator Loss: 0.9240
Epoch 4/8... Discriminator Loss: 1.3742... Generator Loss: 1.0260
Epoch 4/8... Discriminator Loss: 1.3525... Generator Loss: 0.7083
Epoch 4/8... Discriminator Loss: 1.3217... Generator Loss: 0.8548
Epoch 4/8... Discriminator Loss: 1.3109... Generator Loss: 0.7539
Epoch 4/8... Discriminator Loss: 0.9933... Generator Loss: 0.8234
Epoch 4/8... Discriminator Loss: 1.3626... Generator Loss: 0.6611
Epoch 4/8... Discriminator Loss: 1.3705... Generator Loss: 0.8114
Epoch 4/8... Discriminator Loss: 1.2638... Generator Loss: 0.6306
Epoch 4/8... Discriminator Loss: 1.4239... Generator Loss: 0.5842
Epoch 4/8... Discriminator Loss: 1.3541... Generator Loss: 0.8004
Epoch 4/8... Discriminator Loss: 1.4882... Generator Loss: 0.6199
Epoch 4/8... Discriminator Loss: 1.1799... Generator Loss: 0.7851
Epoch 4/8... Discriminator Loss: 1.2590... Generator Loss: 0.7350
Epoch 4/8... Discriminator Loss: 0.9462... Generator Loss: 1.0069
Epoch 4/8... Discriminator Loss: 1.2659... Generator Loss: 0.6457
Epoch 4/8... Discriminator Loss: 1.2455... Generator Loss: 0.6284
Epoch 4/8... Discriminator Loss: 1.2480... Generator Loss: 1.0148
Epoch 4/8... Discriminator Loss: 1.3010... Generator Loss: 0.7174
Epoch 4/8... Discriminator Loss: 1.3121... Generator Loss: 0.9450
Epoch 4/8... Discriminator Loss: 1.4658... Generator Loss: 0.5585
Epoch 4/8... Discriminator Loss: 1.0690... Generator Loss: 1.1617
Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.7901
Epoch 4/8... Discriminator Loss: 1.1278... Generator Loss: 0.7127
Epoch 4/8... Discriminator Loss: 1.4611... Generator Loss: 0.5445
Epoch 4/8... Discriminator Loss: 1.2152... Generator Loss: 0.7271
Epoch 4/8... Discriminator Loss: 1.1492... Generator Loss: 1.0355
Epoch 4/8... Discriminator Loss: 0.9699... Generator Loss: 1.5684
Epoch 4/8... Discriminator Loss: 1.1321... Generator Loss: 0.9306
Epoch 4/8... Discriminator Loss: 1.2121... Generator Loss: 0.5916
Epoch 4/8... Discriminator Loss: 1.1137... Generator Loss: 1.1617
Epoch 4/8... Discriminator Loss: 0.9510... Generator Loss: 1.2627
Epoch 4/8... Discriminator Loss: 1.2437... Generator Loss: 0.8852
Epoch 4/8... Discriminator Loss: 1.1962... Generator Loss: 0.7320
Epoch 4/8... Discriminator Loss: 0.8612... Generator Loss: 1.5695
Epoch 4/8... Discriminator Loss: 1.0244... Generator Loss: 0.8746
Epoch 4/8... Discriminator Loss: 1.3550... Generator Loss: 0.9594
Epoch 4/8... Discriminator Loss: 1.4175... Generator Loss: 0.6323
Epoch 4/8... Discriminator Loss: 1.3094... Generator Loss: 0.6776
Epoch 4/8... Discriminator Loss: 1.0674... Generator Loss: 0.9274
Epoch 4/8... Discriminator Loss: 1.4269... Generator Loss: 1.0734
Epoch 4/8... Discriminator Loss: 1.2005... Generator Loss: 0.7656
Epoch 4/8... Discriminator Loss: 1.5132... Generator Loss: 0.5697
Epoch 4/8... Discriminator Loss: 1.3332... Generator Loss: 0.7675
Epoch 4/8... Discriminator Loss: 1.2265... Generator Loss: 0.8082
Epoch 4/8... Discriminator Loss: 1.2496... Generator Loss: 0.7880
Epoch 4/8... Discriminator Loss: 0.8164... Generator Loss: 1.2871
Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.5763
Epoch 4/8... Discriminator Loss: 1.4966... Generator Loss: 0.6060
Epoch 4/8... Discriminator Loss: 0.8770... Generator Loss: 1.2032
Epoch 4/8... Discriminator Loss: 1.4766... Generator Loss: 0.7099
Epoch 4/8... Discriminator Loss: 1.2588... Generator Loss: 0.7647
Epoch 4/8... Discriminator Loss: 1.2232... Generator Loss: 0.6540
Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.5000
Epoch 4/8... Discriminator Loss: 1.1775... Generator Loss: 0.6763
Epoch 4/8... Discriminator Loss: 1.0684... Generator Loss: 1.3399
Epoch 4/8... Discriminator Loss: 1.3196... Generator Loss: 1.0184
Epoch 4/8... Discriminator Loss: 1.4808... Generator Loss: 0.4362
Epoch 4/8... Discriminator Loss: 1.5707... Generator Loss: 0.6050
Epoch 4/8... Discriminator Loss: 0.9654... Generator Loss: 1.1558
Epoch 4/8... Discriminator Loss: 1.1208... Generator Loss: 0.6998
Epoch 4/8... Discriminator Loss: 1.0841... Generator Loss: 1.1684
Epoch 4/8... Discriminator Loss: 1.2953... Generator Loss: 0.7596
Epoch 4/8... Discriminator Loss: 1.1775... Generator Loss: 0.9093
Epoch 4/8... Discriminator Loss: 1.0027... Generator Loss: 1.1086
Epoch 4/8... Discriminator Loss: 1.0615... Generator Loss: 0.8883
Epoch 4/8... Discriminator Loss: 0.9305... Generator Loss: 1.5753
Epoch 4/8... Discriminator Loss: 1.3428... Generator Loss: 0.6895
Epoch 4/8... Discriminator Loss: 1.2958... Generator Loss: 0.5479
Epoch 4/8... Discriminator Loss: 1.1074... Generator Loss: 0.8334
Epoch 4/8... Discriminator Loss: 1.2770... Generator Loss: 0.6698
Epoch 4/8... Discriminator Loss: 1.3173... Generator Loss: 0.6284
Epoch 4/8... Discriminator Loss: 1.4918... Generator Loss: 0.6795
Epoch 4/8... Discriminator Loss: 1.4440... Generator Loss: 0.9515
Epoch 4/8... Discriminator Loss: 0.8551... Generator Loss: 1.5211
Epoch 4/8... Discriminator Loss: 1.0285... Generator Loss: 1.2717
Epoch 4/8... Discriminator Loss: 1.4493... Generator Loss: 0.5373
Epoch 4/8... Discriminator Loss: 1.2192... Generator Loss: 0.8796
Epoch 4/8... Discriminator Loss: 1.3287... Generator Loss: 0.6615
Epoch 4/8... Discriminator Loss: 1.3702... Generator Loss: 0.7948
Epoch 4/8... Discriminator Loss: 1.0187... Generator Loss: 1.0556
Epoch 4/8... Discriminator Loss: 1.3250... Generator Loss: 0.7606
Epoch 4/8... Discriminator Loss: 1.1266... Generator Loss: 0.9665
Epoch 4/8... Discriminator Loss: 0.9462... Generator Loss: 1.8016
Epoch 4/8... Discriminator Loss: 1.0723... Generator Loss: 0.9599
Epoch 4/8... Discriminator Loss: 1.0922... Generator Loss: 0.7612
Epoch 4/8... Discriminator Loss: 0.8776... Generator Loss: 1.7516
Epoch 4/8... Discriminator Loss: 1.2082... Generator Loss: 1.1515
Epoch 4/8... Discriminator Loss: 0.8779... Generator Loss: 1.0588
Epoch 4/8... Discriminator Loss: 1.1711... Generator Loss: 0.6600
Epoch 4/8... Discriminator Loss: 1.4815... Generator Loss: 0.6797
Epoch 4/8... Discriminator Loss: 1.5474... Generator Loss: 0.5945
Epoch 4/8... Discriminator Loss: 1.0600... Generator Loss: 1.0142
Epoch 4/8... Discriminator Loss: 1.2185... Generator Loss: 0.7700
Epoch 4/8... Discriminator Loss: 1.1756... Generator Loss: 0.7879
Epoch 4/8... Discriminator Loss: 1.3004... Generator Loss: 0.8375
Epoch 4/8... Discriminator Loss: 1.1404... Generator Loss: 0.9468
Epoch 4/8... Discriminator Loss: 1.1532... Generator Loss: 0.7145
Epoch 4/8... Discriminator Loss: 1.2453... Generator Loss: 0.7088
Epoch 4/8... Discriminator Loss: 1.2255... Generator Loss: 0.6777
Epoch 4/8... Discriminator Loss: 1.3978... Generator Loss: 0.6025
Epoch 4/8... Discriminator Loss: 1.3126... Generator Loss: 0.6260
Epoch 4/8... Discriminator Loss: 1.2380... Generator Loss: 0.9531
Epoch 4/8... Discriminator Loss: 1.1600... Generator Loss: 0.7934
Epoch 4/8... Discriminator Loss: 1.1654... Generator Loss: 0.9952
Epoch 4/8... Discriminator Loss: 1.2720... Generator Loss: 0.7253
Epoch 4/8... Discriminator Loss: 1.2798... Generator Loss: 0.6974
Epoch 4/8... Discriminator Loss: 0.8792... Generator Loss: 1.4876
Epoch 4/8... Discriminator Loss: 0.9184... Generator Loss: 1.1946
Epoch 4/8... Discriminator Loss: 0.9420... Generator Loss: 1.7146
Epoch 4/8... Discriminator Loss: 1.3268... Generator Loss: 0.8569
Epoch 4/8... Discriminator Loss: 1.1702... Generator Loss: 0.9175
Epoch 4/8... Discriminator Loss: 0.9564... Generator Loss: 1.1153
Epoch 4/8... Discriminator Loss: 1.1782... Generator Loss: 0.8198
Epoch 4/8... Discriminator Loss: 1.3327... Generator Loss: 1.1370
Epoch 4/8... Discriminator Loss: 1.2315... Generator Loss: 0.9176
Epoch 4/8... Discriminator Loss: 1.0118... Generator Loss: 1.5246
Epoch 4/8... Discriminator Loss: 1.4034... Generator Loss: 0.5431
Epoch 4/8... Discriminator Loss: 1.3060... Generator Loss: 0.6716
Epoch 4/8... Discriminator Loss: 1.0908... Generator Loss: 1.2028
Epoch 4/8... Discriminator Loss: 1.0260... Generator Loss: 1.3810
Epoch 4/8... Discriminator Loss: 1.4189... Generator Loss: 0.6530
Epoch 4/8... Discriminator Loss: 1.1811... Generator Loss: 0.9095
Epoch 4/8... Discriminator Loss: 1.3087... Generator Loss: 0.6074
Epoch 4/8... Discriminator Loss: 0.7821... Generator Loss: 1.7671
Epoch 4/8... Discriminator Loss: 1.2649... Generator Loss: 0.7967
Epoch 4/8... Discriminator Loss: 1.5630... Generator Loss: 0.4706
Epoch 4/8... Discriminator Loss: 1.1872... Generator Loss: 0.8893
Epoch 4/8... Discriminator Loss: 1.1647... Generator Loss: 0.9506
Epoch 4/8... Discriminator Loss: 1.0672... Generator Loss: 0.8890
Epoch 4/8... Discriminator Loss: 1.2642... Generator Loss: 0.6481
Epoch 4/8... Discriminator Loss: 1.2701... Generator Loss: 0.6866
Epoch 4/8... Discriminator Loss: 1.2166... Generator Loss: 0.9032
Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.5355
Epoch 4/8... Discriminator Loss: 1.2695... Generator Loss: 0.7598
Epoch 4/8... Discriminator Loss: 1.4623... Generator Loss: 0.6694
Epoch 4/8... Discriminator Loss: 1.2521... Generator Loss: 0.7841
Epoch 4/8... Discriminator Loss: 1.4847... Generator Loss: 0.5787
Epoch 4/8... Discriminator Loss: 1.3382... Generator Loss: 0.5419
Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.8033
Epoch 4/8... Discriminator Loss: 1.0601... Generator Loss: 0.8675
Epoch 4/8... Discriminator Loss: 1.2865... Generator Loss: 0.7019
Epoch 4/8... Discriminator Loss: 1.0066... Generator Loss: 0.9742
Epoch 4/8... Discriminator Loss: 1.0423... Generator Loss: 0.9362
Epoch 4/8... Discriminator Loss: 1.2059... Generator Loss: 1.0483
Epoch 4/8... Discriminator Loss: 0.9561... Generator Loss: 1.1854
Epoch 4/8... Discriminator Loss: 1.3382... Generator Loss: 0.7211
Epoch 4/8... Discriminator Loss: 1.1661... Generator Loss: 0.8323
Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.6478
Epoch 4/8... Discriminator Loss: 1.2919... Generator Loss: 0.6415
Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.5823
Epoch 4/8... Discriminator Loss: 1.5898... Generator Loss: 0.4704
Epoch 4/8... Discriminator Loss: 1.4046... Generator Loss: 0.6469
Epoch 4/8... Discriminator Loss: 1.1943... Generator Loss: 1.0157
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.6737
Epoch 4/8... Discriminator Loss: 1.1197... Generator Loss: 0.9238
Epoch 4/8... Discriminator Loss: 1.1565... Generator Loss: 0.8078
Epoch 4/8... Discriminator Loss: 1.1528... Generator Loss: 1.0318
Epoch 4/8... Discriminator Loss: 1.2157... Generator Loss: 1.0558
Epoch 4/8... Discriminator Loss: 1.2131... Generator Loss: 0.7387
Epoch 4/8... Discriminator Loss: 1.1208... Generator Loss: 1.1231
Epoch 4/8... Discriminator Loss: 1.1865... Generator Loss: 0.7338
Epoch 4/8... Discriminator Loss: 1.2510... Generator Loss: 0.7845
Epoch 4/8... Discriminator Loss: 1.3722... Generator Loss: 0.5240
Epoch 4/8... Discriminator Loss: 1.2826... Generator Loss: 0.7529
Epoch 4/8... Discriminator Loss: 0.9233... Generator Loss: 1.4492
Epoch 4/8... Discriminator Loss: 1.3262... Generator Loss: 0.6211
Epoch 4/8... Discriminator Loss: 1.2310... Generator Loss: 0.7473
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.6373
Epoch 4/8... Discriminator Loss: 1.6046... Generator Loss: 0.4880
Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.5869
Epoch 4/8... Discriminator Loss: 1.1994... Generator Loss: 0.8608
Epoch 4/8... Discriminator Loss: 1.3539... Generator Loss: 0.5401
Epoch 4/8... Discriminator Loss: 1.2166... Generator Loss: 0.9954
Epoch 4/8... Discriminator Loss: 1.2557... Generator Loss: 0.8090
Epoch 4/8... Discriminator Loss: 1.0767... Generator Loss: 1.1551
Epoch 4/8... Discriminator Loss: 1.0351... Generator Loss: 1.0929
Epoch 4/8... Discriminator Loss: 1.1295... Generator Loss: 0.8689
Epoch 4/8... Discriminator Loss: 1.1991... Generator Loss: 0.7332
Epoch 4/8... Discriminator Loss: 1.1268... Generator Loss: 0.7107
Epoch 4/8... Discriminator Loss: 1.2533... Generator Loss: 0.7586
Epoch 4/8... Discriminator Loss: 1.2568... Generator Loss: 0.7476
Epoch 4/8... Discriminator Loss: 1.1501... Generator Loss: 0.9372
Epoch 4/8... Discriminator Loss: 1.4946... Generator Loss: 0.5652
Epoch 4/8... Discriminator Loss: 1.3122... Generator Loss: 0.6022
Epoch 4/8... Discriminator Loss: 1.2235... Generator Loss: 0.7774
Epoch 4/8... Discriminator Loss: 0.9844... Generator Loss: 1.2880
Epoch 4/8... Discriminator Loss: 1.1820... Generator Loss: 0.7580
Epoch 4/8... Discriminator Loss: 1.1972... Generator Loss: 0.7838
Epoch 4/8... Discriminator Loss: 1.0698... Generator Loss: 1.1562
Epoch 4/8... Discriminator Loss: 0.9247... Generator Loss: 1.3706
Epoch 4/8... Discriminator Loss: 1.1150... Generator Loss: 0.9019
Epoch 4/8... Discriminator Loss: 1.2049... Generator Loss: 0.7648
Epoch 4/8... Discriminator Loss: 1.2994... Generator Loss: 0.8282
Epoch 4/8... Discriminator Loss: 0.9720... Generator Loss: 0.9902
Epoch 4/8... Discriminator Loss: 1.2097... Generator Loss: 0.8184
Epoch 4/8... Discriminator Loss: 1.1234... Generator Loss: 0.8466
Epoch 4/8... Discriminator Loss: 1.3448... Generator Loss: 0.6214
Epoch 4/8... Discriminator Loss: 1.1899... Generator Loss: 0.7928
Epoch 4/8... Discriminator Loss: 1.3546... Generator Loss: 0.4963
Epoch 4/8... Discriminator Loss: 1.5156... Generator Loss: 0.5154
Epoch 4/8... Discriminator Loss: 1.0456... Generator Loss: 0.8503
Epoch 4/8... Discriminator Loss: 1.4097... Generator Loss: 0.6043
Epoch 4/8... Discriminator Loss: 1.3055... Generator Loss: 0.7033
Epoch 4/8... Discriminator Loss: 1.4679... Generator Loss: 0.5135
Epoch 4/8... Discriminator Loss: 0.9495... Generator Loss: 1.0869
Epoch 4/8... Discriminator Loss: 1.2328... Generator Loss: 0.7988
Epoch 4/8... Discriminator Loss: 1.1535... Generator Loss: 0.8932
Epoch 4/8... Discriminator Loss: 1.2520... Generator Loss: 0.6323
Epoch 4/8... Discriminator Loss: 1.3466... Generator Loss: 0.5507
Epoch 4/8... Discriminator Loss: 1.3344... Generator Loss: 0.5966
Epoch 4/8... Discriminator Loss: 1.0497... Generator Loss: 0.9813
Epoch 4/8... Discriminator Loss: 1.4529... Generator Loss: 0.5875
Epoch 4/8... Discriminator Loss: 1.2473... Generator Loss: 0.8306
Epoch 4/8... Discriminator Loss: 1.1407... Generator Loss: 0.8101
Epoch 4/8... Discriminator Loss: 1.2768... Generator Loss: 0.6272
Epoch 4/8... Discriminator Loss: 1.3362... Generator Loss: 0.6582
Epoch 4/8... Discriminator Loss: 1.2466... Generator Loss: 0.7121
Epoch 4/8... Discriminator Loss: 1.1383... Generator Loss: 0.7700
Epoch 4/8... Discriminator Loss: 1.2889... Generator Loss: 0.8006
Epoch 4/8... Discriminator Loss: 0.9404... Generator Loss: 1.0755
Epoch 4/8... Discriminator Loss: 1.2562... Generator Loss: 0.7089
Epoch 4/8... Discriminator Loss: 1.2558... Generator Loss: 0.7581
Epoch 4/8... Discriminator Loss: 1.2935... Generator Loss: 0.7897
Epoch 4/8... Discriminator Loss: 1.3969... Generator Loss: 0.6665
Epoch 4/8... Discriminator Loss: 1.0211... Generator Loss: 1.5068
Epoch 4/8... Discriminator Loss: 1.5466... Generator Loss: 0.4434
Epoch 4/8... Discriminator Loss: 1.0389... Generator Loss: 1.1059
Epoch 4/8... Discriminator Loss: 1.3161... Generator Loss: 0.8053
Epoch 4/8... Discriminator Loss: 1.2079... Generator Loss: 0.7817
Epoch 4/8... Discriminator Loss: 1.1964... Generator Loss: 0.7579
Epoch 4/8... Discriminator Loss: 1.0231... Generator Loss: 0.9698
Epoch 4/8... Discriminator Loss: 1.2832... Generator Loss: 0.6195
Epoch 4/8... Discriminator Loss: 1.1174... Generator Loss: 0.8214
Epoch 4/8... Discriminator Loss: 1.2516... Generator Loss: 0.7370
Epoch 4/8... Discriminator Loss: 1.1886... Generator Loss: 0.9576
Epoch 4/8... Discriminator Loss: 1.1972... Generator Loss: 0.7335
Epoch 4/8... Discriminator Loss: 1.2557... Generator Loss: 0.8094
Epoch 4/8... Discriminator Loss: 1.2615... Generator Loss: 0.8399
Epoch 4/8... Discriminator Loss: 1.4844... Generator Loss: 0.7947
Epoch 4/8... Discriminator Loss: 1.1312... Generator Loss: 0.8831
Epoch 4/8... Discriminator Loss: 1.1535... Generator Loss: 0.8248
Epoch 4/8... Discriminator Loss: 1.0504... Generator Loss: 1.0256
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.6443
Epoch 4/8... Discriminator Loss: 1.0689... Generator Loss: 0.9211
Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.7996
Epoch 4/8... Discriminator Loss: 1.3341... Generator Loss: 0.6085
Epoch 4/8... Discriminator Loss: 1.4338... Generator Loss: 0.5835
Epoch 4/8... Discriminator Loss: 1.4472... Generator Loss: 0.7469
Epoch 4/8... Discriminator Loss: 1.4879... Generator Loss: 0.5422
Epoch 4/8... Discriminator Loss: 1.2700... Generator Loss: 0.8167
Epoch 4/8... Discriminator Loss: 1.5870... Generator Loss: 0.4594
Epoch 4/8... Discriminator Loss: 1.1797... Generator Loss: 0.8617
Epoch 4/8... Discriminator Loss: 1.2582... Generator Loss: 0.8980
Epoch 4/8... Discriminator Loss: 1.0689... Generator Loss: 1.1212
Epoch 4/8... Discriminator Loss: 1.1864... Generator Loss: 0.8536
Epoch 4/8... Discriminator Loss: 1.3954... Generator Loss: 0.6887
Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.6117
Epoch 4/8... Discriminator Loss: 1.3421... Generator Loss: 0.5155
Epoch 4/8... Discriminator Loss: 1.2656... Generator Loss: 0.6641
Epoch 4/8... Discriminator Loss: 1.4542... Generator Loss: 0.6185
Epoch 4/8... Discriminator Loss: 1.2401... Generator Loss: 0.8931
Epoch 4/8... Discriminator Loss: 1.3498... Generator Loss: 0.6904
Epoch 4/8... Discriminator Loss: 1.5169... Generator Loss: 0.4544
Epoch 4/8... Discriminator Loss: 1.2149... Generator Loss: 0.7224
Epoch 4/8... Discriminator Loss: 1.4894... Generator Loss: 0.5808
Epoch 4/8... Discriminator Loss: 1.2583... Generator Loss: 1.0547
Epoch 4/8... Discriminator Loss: 1.3006... Generator Loss: 0.6035
Epoch 4/8... Discriminator Loss: 1.3260... Generator Loss: 1.2980
Epoch 4/8... Discriminator Loss: 0.9639... Generator Loss: 1.5777
Epoch 4/8... Discriminator Loss: 1.2556... Generator Loss: 0.7206
Epoch 4/8... Discriminator Loss: 1.3087... Generator Loss: 0.7321
Epoch 4/8... Discriminator Loss: 0.8860... Generator Loss: 1.4616
Epoch 4/8... Discriminator Loss: 1.2468... Generator Loss: 0.8669
Epoch 4/8... Discriminator Loss: 1.0521... Generator Loss: 1.1745
Epoch 4/8... Discriminator Loss: 1.2791... Generator Loss: 0.7398
Epoch 4/8... Discriminator Loss: 1.1841... Generator Loss: 0.8235
Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.5949
Epoch 4/8... Discriminator Loss: 1.3461... Generator Loss: 0.5586
Epoch 4/8... Discriminator Loss: 1.4522... Generator Loss: 0.6753
Epoch 4/8... Discriminator Loss: 0.9701... Generator Loss: 1.3150
Epoch 4/8... Discriminator Loss: 1.1816... Generator Loss: 0.8941
Epoch 4/8... Discriminator Loss: 1.1945... Generator Loss: 0.7176
Epoch 4/8... Discriminator Loss: 1.1188... Generator Loss: 1.0761
Epoch 4/8... Discriminator Loss: 1.1511... Generator Loss: 0.7760
Epoch 4/8... Discriminator Loss: 1.2055... Generator Loss: 0.7656
Epoch 4/8... Discriminator Loss: 1.6003... Generator Loss: 0.4750
Epoch 4/8... Discriminator Loss: 1.1395... Generator Loss: 1.5214
Epoch 4/8... Discriminator Loss: 1.5039... Generator Loss: 0.5510
Epoch 4/8... Discriminator Loss: 1.2591... Generator Loss: 0.9045
Epoch 4/8... Discriminator Loss: 1.2337... Generator Loss: 0.8282
Epoch 4/8... Discriminator Loss: 1.2909... Generator Loss: 0.7042
Epoch 4/8... Discriminator Loss: 1.2687... Generator Loss: 0.9510
Epoch 4/8... Discriminator Loss: 1.2550... Generator Loss: 0.8677
Epoch 4/8... Discriminator Loss: 0.9073... Generator Loss: 1.3248
Epoch 4/8... Discriminator Loss: 1.4791... Generator Loss: 0.5507
Epoch 4/8... Discriminator Loss: 1.3306... Generator Loss: 0.6362
Epoch 4/8... Discriminator Loss: 1.4644... Generator Loss: 0.6214
Epoch 4/8... Discriminator Loss: 1.2577... Generator Loss: 0.7767
Epoch 4/8... Discriminator Loss: 1.4774... Generator Loss: 0.5425
Epoch 4/8... Discriminator Loss: 1.4499... Generator Loss: 0.8287
Epoch 4/8... Discriminator Loss: 0.8742... Generator Loss: 1.3910
Epoch 4/8... Discriminator Loss: 1.3183... Generator Loss: 0.6238
Epoch 4/8... Discriminator Loss: 1.2706... Generator Loss: 0.6989
Epoch 4/8... Discriminator Loss: 1.4340... Generator Loss: 0.7467
Epoch 4/8... Discriminator Loss: 1.5526... Generator Loss: 0.5555
Epoch 4/8... Discriminator Loss: 1.4220... Generator Loss: 0.6904
Epoch 4/8... Discriminator Loss: 1.2280... Generator Loss: 0.6870
Epoch 4/8... Discriminator Loss: 1.3364... Generator Loss: 0.5815
Epoch 4/8... Discriminator Loss: 1.1246... Generator Loss: 1.1985
Epoch 4/8... Discriminator Loss: 1.1739... Generator Loss: 0.7346
Epoch 4/8... Discriminator Loss: 1.5590... Generator Loss: 0.4548
Epoch 4/8... Discriminator Loss: 1.4338... Generator Loss: 0.5765
Epoch 4/8... Discriminator Loss: 1.3281... Generator Loss: 0.6620
Epoch 4/8... Discriminator Loss: 1.4539... Generator Loss: 0.4808
Epoch 4/8... Discriminator Loss: 1.3175... Generator Loss: 0.5946
Epoch 4/8... Discriminator Loss: 1.1488... Generator Loss: 0.9801
Epoch 4/8... Discriminator Loss: 1.3432... Generator Loss: 0.8026
Epoch 4/8... Discriminator Loss: 1.0805... Generator Loss: 1.5898
Epoch 4/8... Discriminator Loss: 1.1292... Generator Loss: 1.1555
Epoch 4/8... Discriminator Loss: 1.0172... Generator Loss: 1.0475
Epoch 4/8... Discriminator Loss: 1.4223... Generator Loss: 1.0286
Epoch 4/8... Discriminator Loss: 1.2173... Generator Loss: 0.7010
Epoch 4/8... Discriminator Loss: 1.0662... Generator Loss: 1.0581
Epoch 4/8... Discriminator Loss: 1.2650... Generator Loss: 0.8921
Epoch 4/8... Discriminator Loss: 1.4812... Generator Loss: 0.5781
Epoch 4/8... Discriminator Loss: 1.4057... Generator Loss: 0.6386
Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.5111
Epoch 4/8... Discriminator Loss: 1.2450... Generator Loss: 0.9914
Epoch 4/8... Discriminator Loss: 1.4104... Generator Loss: 0.5799
Epoch 4/8... Discriminator Loss: 1.4231... Generator Loss: 0.6505
Epoch 4/8... Discriminator Loss: 1.2970... Generator Loss: 0.6531
Epoch 4/8... Discriminator Loss: 1.1155... Generator Loss: 1.4068
Epoch 4/8... Discriminator Loss: 1.2148... Generator Loss: 0.7831
Epoch 4/8... Discriminator Loss: 0.8963... Generator Loss: 1.1531
Epoch 4/8... Discriminator Loss: 1.5337... Generator Loss: 0.6075
Epoch 4/8... Discriminator Loss: 1.5788... Generator Loss: 0.4447
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6722
Epoch 4/8... Discriminator Loss: 1.2859... Generator Loss: 0.6906
Epoch 4/8... Discriminator Loss: 1.3655... Generator Loss: 0.6615
Epoch 4/8... Discriminator Loss: 1.1936... Generator Loss: 0.9147
Epoch 4/8... Discriminator Loss: 1.3599... Generator Loss: 0.6824
Epoch 4/8... Discriminator Loss: 1.0303... Generator Loss: 1.1705
Epoch 4/8... Discriminator Loss: 1.4919... Generator Loss: 0.5064
Epoch 4/8... Discriminator Loss: 1.4498... Generator Loss: 0.6376
Epoch 4/8... Discriminator Loss: 0.9671... Generator Loss: 0.9939
Epoch 4/8... Discriminator Loss: 1.1355... Generator Loss: 0.9618
Epoch 4/8... Discriminator Loss: 1.1846... Generator Loss: 0.7270
Epoch 4/8... Discriminator Loss: 1.4787... Generator Loss: 0.5375
Epoch 4/8... Discriminator Loss: 0.9581... Generator Loss: 0.9323
Epoch 4/8... Discriminator Loss: 1.2207... Generator Loss: 0.8391
Epoch 4/8... Discriminator Loss: 1.0943... Generator Loss: 1.0068
Epoch 4/8... Discriminator Loss: 1.3002... Generator Loss: 0.7853
Epoch 4/8... Discriminator Loss: 1.3097... Generator Loss: 0.5863
Epoch 4/8... Discriminator Loss: 1.1900... Generator Loss: 0.7239
Epoch 4/8... Discriminator Loss: 1.1182... Generator Loss: 0.6972
Epoch 4/8... Discriminator Loss: 0.8077... Generator Loss: 1.3986
Epoch 4/8... Discriminator Loss: 1.0728... Generator Loss: 0.8990
Epoch 4/8... Discriminator Loss: 1.1962... Generator Loss: 1.2147
Epoch 4/8... Discriminator Loss: 1.2139... Generator Loss: 0.9718
Epoch 4/8... Discriminator Loss: 1.0709... Generator Loss: 1.3208
Epoch 4/8... Discriminator Loss: 1.1937... Generator Loss: 0.7390
Epoch 4/8... Discriminator Loss: 1.1625... Generator Loss: 0.8853
Epoch 4/8... Discriminator Loss: 1.3715... Generator Loss: 0.6864
Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6849
Epoch 4/8... Discriminator Loss: 1.1422... Generator Loss: 0.8790
Epoch 4/8... Discriminator Loss: 1.2439... Generator Loss: 0.7055
Epoch 4/8... Discriminator Loss: 1.2408... Generator Loss: 0.9452
Epoch 4/8... Discriminator Loss: 1.1515... Generator Loss: 0.8835
Epoch 4/8... Discriminator Loss: 1.2472... Generator Loss: 1.0000
Epoch 4/8... Discriminator Loss: 1.1340... Generator Loss: 0.9371
Epoch 4/8... Discriminator Loss: 0.9774... Generator Loss: 1.5374
Epoch 4/8... Discriminator Loss: 1.3473... Generator Loss: 0.6511
Epoch 4/8... Discriminator Loss: 1.3625... Generator Loss: 0.6278
Epoch 4/8... Discriminator Loss: 1.3336... Generator Loss: 0.6216
Epoch 4/8... Discriminator Loss: 1.2087... Generator Loss: 0.7982
Epoch 4/8... Discriminator Loss: 1.4646... Generator Loss: 0.5729
Epoch 4/8... Discriminator Loss: 0.9915... Generator Loss: 1.1324
Epoch 4/8... Discriminator Loss: 1.1635... Generator Loss: 0.8102
Epoch 4/8... Discriminator Loss: 1.2504... Generator Loss: 0.7925
Epoch 4/8... Discriminator Loss: 1.3612... Generator Loss: 0.5280
Epoch 4/8... Discriminator Loss: 1.0138... Generator Loss: 1.3744
Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.5787
Epoch 4/8... Discriminator Loss: 1.5008... Generator Loss: 0.6661
Epoch 4/8... Discriminator Loss: 1.0945... Generator Loss: 0.9523
Epoch 4/8... Discriminator Loss: 1.2857... Generator Loss: 0.8678
Epoch 4/8... Discriminator Loss: 1.0148... Generator Loss: 0.9790
Epoch 4/8... Discriminator Loss: 1.3493... Generator Loss: 0.6754
Epoch 4/8... Discriminator Loss: 1.1136... Generator Loss: 0.9601
Epoch 4/8... Discriminator Loss: 1.2010... Generator Loss: 0.6578
Epoch 4/8... Discriminator Loss: 1.2571... Generator Loss: 0.6469
Epoch 4/8... Discriminator Loss: 1.5219... Generator Loss: 0.5305
Epoch 4/8... Discriminator Loss: 1.2292... Generator Loss: 0.8463
Epoch 4/8... Discriminator Loss: 1.3089... Generator Loss: 0.6684
Epoch 4/8... Discriminator Loss: 1.2270... Generator Loss: 0.5915
Epoch 4/8... Discriminator Loss: 1.2799... Generator Loss: 0.6547
Epoch 4/8... Discriminator Loss: 1.2277... Generator Loss: 0.6336
Epoch 4/8... Discriminator Loss: 1.1562... Generator Loss: 0.8796
Epoch 4/8... Discriminator Loss: 1.0028... Generator Loss: 1.0101
Epoch 4/8... Discriminator Loss: 1.2529... Generator Loss: 0.7098
Epoch 4/8... Discriminator Loss: 1.2856... Generator Loss: 0.6463
Epoch 4/8... Discriminator Loss: 1.0695... Generator Loss: 0.9737
Epoch 4/8... Discriminator Loss: 1.3185... Generator Loss: 0.6260
Epoch 4/8... Discriminator Loss: 1.1459... Generator Loss: 0.8365
Epoch 4/8... Discriminator Loss: 1.0070... Generator Loss: 1.0909
Epoch 4/8... Discriminator Loss: 1.4071... Generator Loss: 0.5029
Epoch 4/8... Discriminator Loss: 1.0999... Generator Loss: 1.0927
Epoch 4/8... Discriminator Loss: 1.4324... Generator Loss: 0.9611
Epoch 4/8... Discriminator Loss: 1.2000... Generator Loss: 1.0381
Epoch 4/8... Discriminator Loss: 1.1900... Generator Loss: 0.7461
Epoch 4/8... Discriminator Loss: 1.0225... Generator Loss: 1.1029
Epoch 4/8... Discriminator Loss: 1.0054... Generator Loss: 1.2407
Epoch 4/8... Discriminator Loss: 1.2161... Generator Loss: 0.6346
Epoch 4/8... Discriminator Loss: 1.1472... Generator Loss: 0.7500
Epoch 4/8... Discriminator Loss: 1.2881... Generator Loss: 0.6708
Epoch 4/8... Discriminator Loss: 1.5847... Generator Loss: 0.5353
Epoch 4/8... Discriminator Loss: 1.1712... Generator Loss: 0.8113
Epoch 4/8... Discriminator Loss: 1.4957... Generator Loss: 0.4860
Epoch 4/8... Discriminator Loss: 1.1682... Generator Loss: 0.9633
Epoch 4/8... Discriminator Loss: 1.4158... Generator Loss: 0.6410
Epoch 4/8... Discriminator Loss: 1.1809... Generator Loss: 0.8832
Epoch 4/8... Discriminator Loss: 1.2714... Generator Loss: 0.8035
Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.5429
Epoch 4/8... Discriminator Loss: 1.4067... Generator Loss: 0.5844
Epoch 4/8... Discriminator Loss: 1.5364... Generator Loss: 0.4575
Epoch 4/8... Discriminator Loss: 1.1405... Generator Loss: 0.9798
Epoch 4/8... Discriminator Loss: 1.2016... Generator Loss: 0.9250
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.5939
Epoch 4/8... Discriminator Loss: 0.9858... Generator Loss: 1.3226
Epoch 4/8... Discriminator Loss: 1.2534... Generator Loss: 0.7802
Epoch 4/8... Discriminator Loss: 1.1705... Generator Loss: 0.6729
Epoch 4/8... Discriminator Loss: 1.1241... Generator Loss: 0.9725
Epoch 4/8... Discriminator Loss: 1.2025... Generator Loss: 1.0407
Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.6402
Epoch 4/8... Discriminator Loss: 0.8979... Generator Loss: 1.1843
Epoch 4/8... Discriminator Loss: 1.1320... Generator Loss: 0.8484
Epoch 4/8... Discriminator Loss: 1.2948... Generator Loss: 0.6920
Epoch 4/8... Discriminator Loss: 1.2460... Generator Loss: 0.8653
Epoch 4/8... Discriminator Loss: 1.1746... Generator Loss: 0.8189
Epoch 4/8... Discriminator Loss: 1.2010... Generator Loss: 0.8431
Epoch 4/8... Discriminator Loss: 1.2960... Generator Loss: 0.7440
Epoch 4/8... Discriminator Loss: 1.2301... Generator Loss: 0.8111
Epoch 4/8... Discriminator Loss: 1.4640... Generator Loss: 0.4801
Epoch 4/8... Discriminator Loss: 1.2799... Generator Loss: 0.7773
Epoch 4/8... Discriminator Loss: 1.1626... Generator Loss: 0.8278
Epoch 4/8... Discriminator Loss: 0.8746... Generator Loss: 1.4016
Epoch 4/8... Discriminator Loss: 1.1085... Generator Loss: 1.0919
Epoch 4/8... Discriminator Loss: 1.2906... Generator Loss: 0.7293
Epoch 4/8... Discriminator Loss: 1.3817... Generator Loss: 0.6544
Epoch 4/8... Discriminator Loss: 1.0142... Generator Loss: 0.9794
Epoch 4/8... Discriminator Loss: 1.5600... Generator Loss: 0.7133
Epoch 4/8... Discriminator Loss: 1.2706... Generator Loss: 0.6714
Epoch 4/8... Discriminator Loss: 1.3809... Generator Loss: 0.8861
Epoch 4/8... Discriminator Loss: 1.0519... Generator Loss: 1.0570
Epoch 4/8... Discriminator Loss: 1.1915... Generator Loss: 0.7190
Epoch 4/8... Discriminator Loss: 1.4698... Generator Loss: 0.5023
Epoch 4/8... Discriminator Loss: 1.1273... Generator Loss: 0.9845
Epoch 4/8... Discriminator Loss: 1.0540... Generator Loss: 0.8945
Epoch 4/8... Discriminator Loss: 1.2486... Generator Loss: 0.7645
Epoch 4/8... Discriminator Loss: 1.3479... Generator Loss: 0.6737
Epoch 4/8... Discriminator Loss: 1.1332... Generator Loss: 0.8576
Epoch 4/8... Discriminator Loss: 1.2779... Generator Loss: 0.7862
Epoch 4/8... Discriminator Loss: 0.9131... Generator Loss: 1.2242
Epoch 4/8... Discriminator Loss: 1.2490... Generator Loss: 0.7966
Epoch 4/8... Discriminator Loss: 1.3828... Generator Loss: 0.5844
Epoch 4/8... Discriminator Loss: 1.3357... Generator Loss: 0.6173
Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6144
Epoch 4/8... Discriminator Loss: 1.4034... Generator Loss: 0.7907
Epoch 4/8... Discriminator Loss: 1.3070... Generator Loss: 0.6054
Epoch 4/8... Discriminator Loss: 1.3609... Generator Loss: 0.6892
Epoch 4/8... Discriminator Loss: 1.0765... Generator Loss: 1.0985
Epoch 4/8... Discriminator Loss: 1.2804... Generator Loss: 0.7301
Epoch 4/8... Discriminator Loss: 0.8920... Generator Loss: 1.0484
Epoch 4/8... Discriminator Loss: 1.4352... Generator Loss: 0.5444
Epoch 4/8... Discriminator Loss: 1.0656... Generator Loss: 0.9630
Epoch 4/8... Discriminator Loss: 1.4593... Generator Loss: 0.5386
Epoch 4/8... Discriminator Loss: 1.3426... Generator Loss: 0.8123
Epoch 4/8... Discriminator Loss: 1.3813... Generator Loss: 0.6123
Epoch 4/8... Discriminator Loss: 1.5146... Generator Loss: 0.5503
Epoch 4/8... Discriminator Loss: 1.3818... Generator Loss: 0.6381
Epoch 4/8... Discriminator Loss: 0.9350... Generator Loss: 1.5471
Epoch 4/8... Discriminator Loss: 1.2543... Generator Loss: 0.7631
Epoch 4/8... Discriminator Loss: 1.1363... Generator Loss: 0.6683
Epoch 4/8... Discriminator Loss: 1.3313... Generator Loss: 0.7758
Epoch 4/8... Discriminator Loss: 1.4807... Generator Loss: 0.5523
Epoch 4/8... Discriminator Loss: 1.3492... Generator Loss: 0.6831
Epoch 4/8... Discriminator Loss: 1.3196... Generator Loss: 0.8022
Epoch 4/8... Discriminator Loss: 1.1668... Generator Loss: 0.6206
Epoch 4/8... Discriminator Loss: 1.1951... Generator Loss: 1.1075
Epoch 4/8... Discriminator Loss: 1.1464... Generator Loss: 0.7660
Epoch 4/8... Discriminator Loss: 1.0561... Generator Loss: 0.9645
Epoch 4/8... Discriminator Loss: 1.7134... Generator Loss: 0.4282
Epoch 4/8... Discriminator Loss: 1.0438... Generator Loss: 1.1896
Epoch 4/8... Discriminator Loss: 1.2669... Generator Loss: 0.7789
Epoch 4/8... Discriminator Loss: 1.2252... Generator Loss: 0.6236
Epoch 4/8... Discriminator Loss: 1.4460... Generator Loss: 0.6120
Epoch 4/8... Discriminator Loss: 1.3052... Generator Loss: 0.6512
Epoch 4/8... Discriminator Loss: 1.2582... Generator Loss: 0.7375
Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.8747
Epoch 4/8... Discriminator Loss: 1.0932... Generator Loss: 0.8260
Epoch 4/8... Discriminator Loss: 1.2039... Generator Loss: 0.9513
Epoch 4/8... Discriminator Loss: 1.1596... Generator Loss: 0.8806
Epoch 4/8... Discriminator Loss: 1.4096... Generator Loss: 0.6618
Epoch 4/8... Discriminator Loss: 1.4456... Generator Loss: 0.6263
Epoch 4/8... Discriminator Loss: 0.9787... Generator Loss: 1.1277
Epoch 4/8... Discriminator Loss: 1.0709... Generator Loss: 0.9694
Epoch 4/8... Discriminator Loss: 1.1779... Generator Loss: 0.9784
Epoch 4/8... Discriminator Loss: 1.2211... Generator Loss: 1.0046
Epoch 4/8... Discriminator Loss: 1.2744... Generator Loss: 0.7146
Epoch 4/8... Discriminator Loss: 1.5812... Generator Loss: 0.5518
Epoch 4/8... Discriminator Loss: 1.1336... Generator Loss: 0.7068
Epoch 4/8... Discriminator Loss: 1.2731... Generator Loss: 0.9025
Epoch 4/8... Discriminator Loss: 0.9946... Generator Loss: 1.2079
Epoch 4/8... Discriminator Loss: 1.4272... Generator Loss: 0.6196
Epoch 4/8... Discriminator Loss: 1.5727... Generator Loss: 0.5212
Epoch 4/8... Discriminator Loss: 1.2182... Generator Loss: 0.9895
Epoch 4/8... Discriminator Loss: 1.1963... Generator Loss: 0.8537
Epoch 4/8... Discriminator Loss: 1.3621... Generator Loss: 0.6076
Epoch 4/8... Discriminator Loss: 1.0946... Generator Loss: 0.9767
Epoch 4/8... Discriminator Loss: 1.4543... Generator Loss: 0.5514
Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.6466
Epoch 4/8... Discriminator Loss: 1.2657... Generator Loss: 0.5995
Epoch 4/8... Discriminator Loss: 1.0642... Generator Loss: 0.9594
Epoch 4/8... Discriminator Loss: 1.3173... Generator Loss: 0.7296
Epoch 4/8... Discriminator Loss: 1.2753... Generator Loss: 0.9316
Epoch 4/8... Discriminator Loss: 1.5622... Generator Loss: 0.7493
Epoch 4/8... Discriminator Loss: 1.2947... Generator Loss: 0.9724
Epoch 4/8... Discriminator Loss: 1.4434... Generator Loss: 0.4640
Epoch 4/8... Discriminator Loss: 1.0667... Generator Loss: 1.0369
Epoch 4/8... Discriminator Loss: 1.3643... Generator Loss: 0.6734
Epoch 4/8... Discriminator Loss: 1.2873... Generator Loss: 0.6935
Epoch 4/8... Discriminator Loss: 1.1514... Generator Loss: 0.7608
Epoch 4/8... Discriminator Loss: 1.3320... Generator Loss: 0.6702
Epoch 4/8... Discriminator Loss: 1.4410... Generator Loss: 0.6899
Epoch 4/8... Discriminator Loss: 1.1191... Generator Loss: 0.6985
Epoch 4/8... Discriminator Loss: 1.0120... Generator Loss: 0.8595
Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.5598
Epoch 4/8... Discriminator Loss: 1.4217... Generator Loss: 0.6381
Epoch 4/8... Discriminator Loss: 1.1126... Generator Loss: 0.8062
Epoch 4/8... Discriminator Loss: 1.4372... Generator Loss: 0.4890
Epoch 4/8... Discriminator Loss: 1.4203... Generator Loss: 0.5716
Epoch 4/8... Discriminator Loss: 1.1757... Generator Loss: 1.0661
Epoch 4/8... Discriminator Loss: 1.2265... Generator Loss: 0.9147
Epoch 4/8... Discriminator Loss: 1.4630... Generator Loss: 0.6194
Epoch 4/8... Discriminator Loss: 1.1158... Generator Loss: 0.9591
Epoch 4/8... Discriminator Loss: 1.2389... Generator Loss: 0.7046
Epoch 4/8... Discriminator Loss: 1.0838... Generator Loss: 0.8032
Epoch 4/8... Discriminator Loss: 1.1886... Generator Loss: 0.9792
Epoch 4/8... Discriminator Loss: 1.2215... Generator Loss: 0.9092
Epoch 4/8... Discriminator Loss: 1.1542... Generator Loss: 0.8215
Epoch 4/8... Discriminator Loss: 1.2952... Generator Loss: 0.6840
Epoch 4/8... Discriminator Loss: 1.3081... Generator Loss: 0.7070
Epoch 4/8... Discriminator Loss: 1.5117... Generator Loss: 0.6091
Epoch 4/8... Discriminator Loss: 0.9509... Generator Loss: 1.1999
Epoch 4/8... Discriminator Loss: 1.4714... Generator Loss: 0.5325
Epoch 4/8... Discriminator Loss: 1.1864... Generator Loss: 0.7887
Epoch 4/8... Discriminator Loss: 1.2441... Generator Loss: 0.8377
Epoch 4/8... Discriminator Loss: 1.3684... Generator Loss: 0.6590
Epoch 4/8... Discriminator Loss: 1.1587... Generator Loss: 0.9289
Epoch 4/8... Discriminator Loss: 1.1341... Generator Loss: 0.7339
Epoch 4/8... Discriminator Loss: 1.2764... Generator Loss: 0.8148
Epoch 4/8... Discriminator Loss: 1.2195... Generator Loss: 0.9832
Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.5787
Epoch 4/8... Discriminator Loss: 1.5862... Generator Loss: 0.3463
Epoch 4/8... Discriminator Loss: 1.2684... Generator Loss: 0.6190
Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.6823
Epoch 4/8... Discriminator Loss: 1.2260... Generator Loss: 0.7580
Epoch 4/8... Discriminator Loss: 1.1223... Generator Loss: 1.0271
Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.5226
Epoch 4/8... Discriminator Loss: 1.3420... Generator Loss: 0.5820
Epoch 4/8... Discriminator Loss: 1.2684... Generator Loss: 0.7265
Epoch 4/8... Discriminator Loss: 1.2226... Generator Loss: 0.7536
Epoch 4/8... Discriminator Loss: 1.1638... Generator Loss: 0.9971
Epoch 4/8... Discriminator Loss: 0.9814... Generator Loss: 1.1506
Epoch 4/8... Discriminator Loss: 1.3288... Generator Loss: 0.5983
Epoch 4/8... Discriminator Loss: 0.9922... Generator Loss: 1.2547
Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.6604
Epoch 4/8... Discriminator Loss: 1.5231... Generator Loss: 0.5467
Epoch 4/8... Discriminator Loss: 1.0143... Generator Loss: 1.2161
Epoch 4/8... Discriminator Loss: 1.2198... Generator Loss: 0.6664
Epoch 4/8... Discriminator Loss: 1.2687... Generator Loss: 0.6735
Epoch 4/8... Discriminator Loss: 1.4515... Generator Loss: 0.6777
Epoch 4/8... Discriminator Loss: 1.3665... Generator Loss: 0.6752
Epoch 4/8... Discriminator Loss: 1.2090... Generator Loss: 1.0377
Epoch 4/8... Discriminator Loss: 1.0809... Generator Loss: 0.8912
Epoch 4/8... Discriminator Loss: 1.0988... Generator Loss: 0.9580
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.6708
Epoch 4/8... Discriminator Loss: 1.5164... Generator Loss: 0.5327
Epoch 4/8... Discriminator Loss: 1.5195... Generator Loss: 0.5262
Epoch 4/8... Discriminator Loss: 1.3112... Generator Loss: 0.9795
Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8506
Epoch 4/8... Discriminator Loss: 1.2980... Generator Loss: 0.6815
Epoch 4/8... Discriminator Loss: 1.3211... Generator Loss: 0.6223
Epoch 4/8... Discriminator Loss: 1.1874... Generator Loss: 0.7300
Epoch 4/8... Discriminator Loss: 1.1105... Generator Loss: 1.0455
Epoch 4/8... Discriminator Loss: 1.2444... Generator Loss: 0.8111
Epoch 4/8... Discriminator Loss: 1.1234... Generator Loss: 1.5104
Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.6359
Epoch 4/8... Discriminator Loss: 1.1487... Generator Loss: 0.7026
Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.6170
Epoch 4/8... Discriminator Loss: 1.2042... Generator Loss: 0.8641
Epoch 4/8... Discriminator Loss: 1.5392... Generator Loss: 0.5951
Epoch 4/8... Discriminator Loss: 1.3784... Generator Loss: 0.6193
Epoch 4/8... Discriminator Loss: 1.3182... Generator Loss: 0.6496
Epoch 4/8... Discriminator Loss: 1.2097... Generator Loss: 0.9649
Epoch 4/8... Discriminator Loss: 1.3613... Generator Loss: 0.6469
Epoch 4/8... Discriminator Loss: 1.2431... Generator Loss: 0.8752
Epoch 4/8... Discriminator Loss: 1.1070... Generator Loss: 0.8827
Epoch 4/8... Discriminator Loss: 1.4849... Generator Loss: 0.6540
Epoch 4/8... Discriminator Loss: 1.1885... Generator Loss: 0.8271
Epoch 4/8... Discriminator Loss: 1.3045... Generator Loss: 0.5191
Epoch 4/8... Discriminator Loss: 1.5163... Generator Loss: 0.6289
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.5690
Epoch 4/8... Discriminator Loss: 1.3437... Generator Loss: 0.6568
Epoch 4/8... Discriminator Loss: 1.2347... Generator Loss: 0.8919
Epoch 4/8... Discriminator Loss: 1.2392... Generator Loss: 1.1273
Epoch 4/8... Discriminator Loss: 1.2885... Generator Loss: 0.7690
Epoch 4/8... Discriminator Loss: 1.1872... Generator Loss: 0.8716
Epoch 4/8... Discriminator Loss: 1.4877... Generator Loss: 0.5088
Epoch 5/8... Discriminator Loss: 1.2816... Generator Loss: 0.7656
Epoch 5/8... Discriminator Loss: 0.8966... Generator Loss: 1.5086
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.6238
Epoch 5/8... Discriminator Loss: 1.1186... Generator Loss: 0.9339
Epoch 5/8... Discriminator Loss: 1.0609... Generator Loss: 0.8445
Epoch 5/8... Discriminator Loss: 1.1281... Generator Loss: 0.8887
Epoch 5/8... Discriminator Loss: 1.2581... Generator Loss: 0.8346
Epoch 5/8... Discriminator Loss: 1.2053... Generator Loss: 0.7401
Epoch 5/8... Discriminator Loss: 1.2516... Generator Loss: 0.7496
Epoch 5/8... Discriminator Loss: 1.3370... Generator Loss: 0.6685
Epoch 5/8... Discriminator Loss: 1.1342... Generator Loss: 0.8967
Epoch 5/8... Discriminator Loss: 1.2824... Generator Loss: 0.6866
Epoch 5/8... Discriminator Loss: 1.4360... Generator Loss: 0.5477
Epoch 5/8... Discriminator Loss: 1.0940... Generator Loss: 0.9389
Epoch 5/8... Discriminator Loss: 1.3036... Generator Loss: 0.7233
Epoch 5/8... Discriminator Loss: 1.1986... Generator Loss: 1.0031
Epoch 5/8... Discriminator Loss: 1.2506... Generator Loss: 0.8372
Epoch 5/8... Discriminator Loss: 1.4208... Generator Loss: 0.5785
Epoch 5/8... Discriminator Loss: 1.3208... Generator Loss: 0.6871
Epoch 5/8... Discriminator Loss: 1.4837... Generator Loss: 0.5403
Epoch 5/8... Discriminator Loss: 1.2035... Generator Loss: 0.8042
Epoch 5/8... Discriminator Loss: 1.0426... Generator Loss: 1.2647
Epoch 5/8... Discriminator Loss: 1.3265... Generator Loss: 0.7720
Epoch 5/8... Discriminator Loss: 1.0570... Generator Loss: 1.1636
Epoch 5/8... Discriminator Loss: 1.2296... Generator Loss: 0.9743
Epoch 5/8... Discriminator Loss: 1.2953... Generator Loss: 0.7620
Epoch 5/8... Discriminator Loss: 0.8960... Generator Loss: 1.5401
Epoch 5/8... Discriminator Loss: 1.2166... Generator Loss: 0.8547
Epoch 5/8... Discriminator Loss: 1.3242... Generator Loss: 0.7152
Epoch 5/8... Discriminator Loss: 1.2391... Generator Loss: 0.8063
Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.4706
Epoch 5/8... Discriminator Loss: 1.4296... Generator Loss: 0.5026
Epoch 5/8... Discriminator Loss: 1.3190... Generator Loss: 0.6562
Epoch 5/8... Discriminator Loss: 1.1641... Generator Loss: 0.8713
Epoch 5/8... Discriminator Loss: 1.2518... Generator Loss: 0.7386
Epoch 5/8... Discriminator Loss: 1.2537... Generator Loss: 0.6921
Epoch 5/8... Discriminator Loss: 1.0516... Generator Loss: 1.1035
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.5993
Epoch 5/8... Discriminator Loss: 1.0653... Generator Loss: 0.9975
Epoch 5/8... Discriminator Loss: 1.4737... Generator Loss: 0.5966
Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.8869
Epoch 5/8... Discriminator Loss: 0.9899... Generator Loss: 1.1106
Epoch 5/8... Discriminator Loss: 1.2721... Generator Loss: 0.7161
Epoch 5/8... Discriminator Loss: 1.2793... Generator Loss: 0.8108
Epoch 5/8... Discriminator Loss: 1.3507... Generator Loss: 0.7784
Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.5995
Epoch 5/8... Discriminator Loss: 1.5392... Generator Loss: 0.4798
Epoch 5/8... Discriminator Loss: 1.1927... Generator Loss: 0.6712
Epoch 5/8... Discriminator Loss: 1.3608... Generator Loss: 0.6672
Epoch 5/8... Discriminator Loss: 1.4361... Generator Loss: 0.5379
Epoch 5/8... Discriminator Loss: 0.9779... Generator Loss: 1.1296
Epoch 5/8... Discriminator Loss: 1.1077... Generator Loss: 1.0754
Epoch 5/8... Discriminator Loss: 1.3190... Generator Loss: 0.7349
Epoch 5/8... Discriminator Loss: 1.1695... Generator Loss: 1.2668
Epoch 5/8... Discriminator Loss: 1.2856... Generator Loss: 0.8008
Epoch 5/8... Discriminator Loss: 1.1399... Generator Loss: 0.7779
Epoch 5/8... Discriminator Loss: 1.1788... Generator Loss: 0.8769
Epoch 5/8... Discriminator Loss: 0.9186... Generator Loss: 1.0375
Epoch 5/8... Discriminator Loss: 1.2037... Generator Loss: 0.9896
Epoch 5/8... Discriminator Loss: 1.2665... Generator Loss: 0.8341
Epoch 5/8... Discriminator Loss: 1.3580... Generator Loss: 0.7939
Epoch 5/8... Discriminator Loss: 1.3459... Generator Loss: 0.7082
Epoch 5/8... Discriminator Loss: 1.4299... Generator Loss: 0.6314
Epoch 5/8... Discriminator Loss: 1.1877... Generator Loss: 0.6912
Epoch 5/8... Discriminator Loss: 1.3315... Generator Loss: 0.6606
Epoch 5/8... Discriminator Loss: 1.1198... Generator Loss: 0.8028
Epoch 5/8... Discriminator Loss: 1.3201... Generator Loss: 0.5710
Epoch 5/8... Discriminator Loss: 1.1662... Generator Loss: 0.8688
Epoch 5/8... Discriminator Loss: 1.0451... Generator Loss: 1.2088
Epoch 5/8... Discriminator Loss: 1.2681... Generator Loss: 0.7757
Epoch 5/8... Discriminator Loss: 1.1616... Generator Loss: 0.8503
Epoch 5/8... Discriminator Loss: 1.2935... Generator Loss: 0.5985
Epoch 5/8... Discriminator Loss: 1.1523... Generator Loss: 0.7862
Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.5473
Epoch 5/8... Discriminator Loss: 1.3444... Generator Loss: 0.7366
Epoch 5/8... Discriminator Loss: 0.7652... Generator Loss: 1.7516
Epoch 5/8... Discriminator Loss: 1.2067... Generator Loss: 0.7191
Epoch 5/8... Discriminator Loss: 1.1595... Generator Loss: 0.8645
Epoch 5/8... Discriminator Loss: 1.3080... Generator Loss: 0.8203
Epoch 5/8... Discriminator Loss: 1.1910... Generator Loss: 0.8738
Epoch 5/8... Discriminator Loss: 1.1216... Generator Loss: 0.8323
Epoch 5/8... Discriminator Loss: 1.2187... Generator Loss: 0.7084
Epoch 5/8... Discriminator Loss: 1.3039... Generator Loss: 0.6111
Epoch 5/8... Discriminator Loss: 1.2480... Generator Loss: 0.8051
Epoch 5/8... Discriminator Loss: 1.4092... Generator Loss: 0.6061
Epoch 5/8... Discriminator Loss: 1.5042... Generator Loss: 0.5196
Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.6240
Epoch 5/8... Discriminator Loss: 1.2490... Generator Loss: 0.7817
Epoch 5/8... Discriminator Loss: 0.9943... Generator Loss: 1.4725
Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.7455
Epoch 5/8... Discriminator Loss: 1.3317... Generator Loss: 0.6541
Epoch 5/8... Discriminator Loss: 1.0743... Generator Loss: 1.2466
Epoch 5/8... Discriminator Loss: 1.3565... Generator Loss: 0.7406
Epoch 5/8... Discriminator Loss: 1.1303... Generator Loss: 0.9016
Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.6440
Epoch 5/8... Discriminator Loss: 1.2186... Generator Loss: 0.8043
Epoch 5/8... Discriminator Loss: 1.2431... Generator Loss: 0.7685
Epoch 5/8... Discriminator Loss: 1.1777... Generator Loss: 0.6161
Epoch 5/8... Discriminator Loss: 1.1876... Generator Loss: 0.8326
Epoch 5/8... Discriminator Loss: 1.2075... Generator Loss: 0.7120
Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.6675
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.6760
Epoch 5/8... Discriminator Loss: 1.1521... Generator Loss: 0.9038
Epoch 5/8... Discriminator Loss: 1.2933... Generator Loss: 0.7150
Epoch 5/8... Discriminator Loss: 1.3309... Generator Loss: 0.6204
Epoch 5/8... Discriminator Loss: 1.4457... Generator Loss: 0.5739
Epoch 5/8... Discriminator Loss: 1.3317... Generator Loss: 0.6707
Epoch 5/8... Discriminator Loss: 0.8357... Generator Loss: 1.3487
Epoch 5/8... Discriminator Loss: 1.1932... Generator Loss: 0.7191
Epoch 5/8... Discriminator Loss: 1.2961... Generator Loss: 0.5667
Epoch 5/8... Discriminator Loss: 1.4397... Generator Loss: 0.5880
Epoch 5/8... Discriminator Loss: 1.3565... Generator Loss: 0.7881
Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.6144
Epoch 5/8... Discriminator Loss: 1.2631... Generator Loss: 0.7872
Epoch 5/8... Discriminator Loss: 1.2179... Generator Loss: 0.8000
Epoch 5/8... Discriminator Loss: 1.3460... Generator Loss: 0.6753
Epoch 5/8... Discriminator Loss: 1.0656... Generator Loss: 1.0568
Epoch 5/8... Discriminator Loss: 1.0147... Generator Loss: 1.2963
Epoch 5/8... Discriminator Loss: 1.2036... Generator Loss: 0.7631
Epoch 5/8... Discriminator Loss: 1.1937... Generator Loss: 1.0898
Epoch 5/8... Discriminator Loss: 1.4767... Generator Loss: 0.5272
Epoch 5/8... Discriminator Loss: 1.3049... Generator Loss: 0.6511
Epoch 5/8... Discriminator Loss: 1.3001... Generator Loss: 0.6880
Epoch 5/8... Discriminator Loss: 1.3269... Generator Loss: 0.6193
Epoch 5/8... Discriminator Loss: 1.1559... Generator Loss: 0.9239
Epoch 5/8... Discriminator Loss: 1.3524... Generator Loss: 0.6957
Epoch 5/8... Discriminator Loss: 1.2364... Generator Loss: 0.6788
Epoch 5/8... Discriminator Loss: 1.5478... Generator Loss: 0.5298
Epoch 5/8... Discriminator Loss: 1.1966... Generator Loss: 0.8603
Epoch 5/8... Discriminator Loss: 1.1779... Generator Loss: 0.7678
Epoch 5/8... Discriminator Loss: 1.0610... Generator Loss: 0.9515
Epoch 5/8... Discriminator Loss: 1.4941... Generator Loss: 0.4749
Epoch 5/8... Discriminator Loss: 1.0960... Generator Loss: 1.0948
Epoch 5/8... Discriminator Loss: 1.1197... Generator Loss: 0.8385
Epoch 5/8... Discriminator Loss: 1.4927... Generator Loss: 0.5460
Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.5875
Epoch 5/8... Discriminator Loss: 1.2014... Generator Loss: 0.6370
Epoch 5/8... Discriminator Loss: 1.3505... Generator Loss: 0.7789
Epoch 5/8... Discriminator Loss: 1.2204... Generator Loss: 0.8912
Epoch 5/8... Discriminator Loss: 1.0602... Generator Loss: 1.0674
Epoch 5/8... Discriminator Loss: 1.0023... Generator Loss: 1.2127
Epoch 5/8... Discriminator Loss: 1.3142... Generator Loss: 0.7978
Epoch 5/8... Discriminator Loss: 1.4939... Generator Loss: 0.5747
Epoch 5/8... Discriminator Loss: 1.3120... Generator Loss: 0.6658
Epoch 5/8... Discriminator Loss: 1.4081... Generator Loss: 0.7499
Epoch 5/8... Discriminator Loss: 1.3412... Generator Loss: 0.7404
Epoch 5/8... Discriminator Loss: 1.4055... Generator Loss: 0.5951
Epoch 5/8... Discriminator Loss: 1.2380... Generator Loss: 0.7948
Epoch 5/8... Discriminator Loss: 1.2436... Generator Loss: 0.7166
Epoch 5/8... Discriminator Loss: 1.2593... Generator Loss: 0.9198
Epoch 5/8... Discriminator Loss: 1.2216... Generator Loss: 0.7261
Epoch 5/8... Discriminator Loss: 1.0740... Generator Loss: 0.8580
Epoch 5/8... Discriminator Loss: 1.2432... Generator Loss: 0.7199
Epoch 5/8... Discriminator Loss: 1.4508... Generator Loss: 0.5296
Epoch 5/8... Discriminator Loss: 1.2465... Generator Loss: 0.8443
Epoch 5/8... Discriminator Loss: 1.3171... Generator Loss: 0.6968
Epoch 5/8... Discriminator Loss: 1.2752... Generator Loss: 0.9606
Epoch 5/8... Discriminator Loss: 1.2503... Generator Loss: 0.9346
Epoch 5/8... Discriminator Loss: 1.4094... Generator Loss: 0.5875
Epoch 5/8... Discriminator Loss: 1.5892... Generator Loss: 0.4109
Epoch 5/8... Discriminator Loss: 1.3261... Generator Loss: 0.7676
Epoch 5/8... Discriminator Loss: 1.1763... Generator Loss: 1.1494
Epoch 5/8... Discriminator Loss: 0.9730... Generator Loss: 1.0717
Epoch 5/8... Discriminator Loss: 0.9294... Generator Loss: 1.2340
Epoch 5/8... Discriminator Loss: 1.1596... Generator Loss: 1.3563
Epoch 5/8... Discriminator Loss: 1.2463... Generator Loss: 0.7090
Epoch 5/8... Discriminator Loss: 1.1097... Generator Loss: 0.9347
Epoch 5/8... Discriminator Loss: 1.3228... Generator Loss: 0.7113
Epoch 5/8... Discriminator Loss: 1.2403... Generator Loss: 0.6874
Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.7140
Epoch 5/8... Discriminator Loss: 1.4905... Generator Loss: 0.5928
Epoch 5/8... Discriminator Loss: 1.0901... Generator Loss: 1.1936
Epoch 5/8... Discriminator Loss: 1.5069... Generator Loss: 0.8819
Epoch 5/8... Discriminator Loss: 1.1279... Generator Loss: 0.8145
Epoch 5/8... Discriminator Loss: 1.0625... Generator Loss: 1.0459
Epoch 5/8... Discriminator Loss: 1.4237... Generator Loss: 0.6042
Epoch 5/8... Discriminator Loss: 1.1656... Generator Loss: 0.9674
Epoch 5/8... Discriminator Loss: 1.0324... Generator Loss: 1.3437
Epoch 5/8... Discriminator Loss: 1.4916... Generator Loss: 0.5742
Epoch 5/8... Discriminator Loss: 1.0939... Generator Loss: 0.8873
Epoch 5/8... Discriminator Loss: 1.1177... Generator Loss: 1.0354
Epoch 5/8... Discriminator Loss: 1.3373... Generator Loss: 0.6212
Epoch 5/8... Discriminator Loss: 1.3322... Generator Loss: 0.7060
Epoch 5/8... Discriminator Loss: 1.2954... Generator Loss: 0.6570
Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.5741
Epoch 5/8... Discriminator Loss: 1.4253... Generator Loss: 0.5188
Epoch 5/8... Discriminator Loss: 1.3668... Generator Loss: 0.6422
Epoch 5/8... Discriminator Loss: 1.0041... Generator Loss: 0.9451
Epoch 5/8... Discriminator Loss: 1.0966... Generator Loss: 0.8588
Epoch 5/8... Discriminator Loss: 1.3528... Generator Loss: 0.6965
Epoch 5/8... Discriminator Loss: 1.1987... Generator Loss: 0.8955
Epoch 5/8... Discriminator Loss: 1.1656... Generator Loss: 0.9469
Epoch 5/8... Discriminator Loss: 1.3102... Generator Loss: 0.6730
Epoch 5/8... Discriminator Loss: 1.1789... Generator Loss: 0.6859
Epoch 5/8... Discriminator Loss: 1.4086... Generator Loss: 0.6979
Epoch 5/8... Discriminator Loss: 1.5081... Generator Loss: 0.5154
Epoch 5/8... Discriminator Loss: 1.4078... Generator Loss: 0.6874
Epoch 5/8... Discriminator Loss: 1.1649... Generator Loss: 1.0532
Epoch 5/8... Discriminator Loss: 1.1822... Generator Loss: 0.7701
Epoch 5/8... Discriminator Loss: 1.2971... Generator Loss: 0.7543
Epoch 5/8... Discriminator Loss: 1.3040... Generator Loss: 0.6741
Epoch 5/8... Discriminator Loss: 1.3070... Generator Loss: 0.8262
Epoch 5/8... Discriminator Loss: 1.3476... Generator Loss: 0.6054
Epoch 5/8... Discriminator Loss: 1.2530... Generator Loss: 0.9298
Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.8268
Epoch 5/8... Discriminator Loss: 1.1345... Generator Loss: 0.9745
Epoch 5/8... Discriminator Loss: 1.1957... Generator Loss: 0.7183
Epoch 5/8... Discriminator Loss: 1.2795... Generator Loss: 0.7848
Epoch 5/8... Discriminator Loss: 1.2768... Generator Loss: 0.6919
Epoch 5/8... Discriminator Loss: 1.1420... Generator Loss: 0.8319
Epoch 5/8... Discriminator Loss: 1.2152... Generator Loss: 0.6397
Epoch 5/8... Discriminator Loss: 1.2614... Generator Loss: 0.8657
Epoch 5/8... Discriminator Loss: 1.4642... Generator Loss: 0.5941
Epoch 5/8... Discriminator Loss: 1.5787... Generator Loss: 0.5012
Epoch 5/8... Discriminator Loss: 1.3302... Generator Loss: 0.5754
Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.5663
Epoch 5/8... Discriminator Loss: 1.4761... Generator Loss: 0.4781
Epoch 5/8... Discriminator Loss: 1.3114... Generator Loss: 0.8223
Epoch 5/8... Discriminator Loss: 1.3300... Generator Loss: 0.7114
Epoch 5/8... Discriminator Loss: 1.3639... Generator Loss: 0.5988
Epoch 5/8... Discriminator Loss: 0.9041... Generator Loss: 0.9839
Epoch 5/8... Discriminator Loss: 1.0964... Generator Loss: 1.0903
Epoch 5/8... Discriminator Loss: 1.1152... Generator Loss: 0.7800
Epoch 5/8... Discriminator Loss: 1.3326... Generator Loss: 0.7982
Epoch 5/8... Discriminator Loss: 1.2886... Generator Loss: 0.6811
Epoch 5/8... Discriminator Loss: 1.2296... Generator Loss: 0.8773
Epoch 5/8... Discriminator Loss: 1.3509... Generator Loss: 0.6257
Epoch 5/8... Discriminator Loss: 1.3981... Generator Loss: 0.5482
Epoch 5/8... Discriminator Loss: 1.0354... Generator Loss: 0.9565
Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.6321
Epoch 5/8... Discriminator Loss: 1.3586... Generator Loss: 0.6486
Epoch 5/8... Discriminator Loss: 1.4095... Generator Loss: 0.6344
Epoch 5/8... Discriminator Loss: 1.3442... Generator Loss: 0.6876
Epoch 5/8... Discriminator Loss: 1.5189... Generator Loss: 0.5567
Epoch 5/8... Discriminator Loss: 0.9656... Generator Loss: 1.2112
Epoch 5/8... Discriminator Loss: 1.1596... Generator Loss: 0.9499
Epoch 5/8... Discriminator Loss: 1.3304... Generator Loss: 0.7027
Epoch 5/8... Discriminator Loss: 1.3742... Generator Loss: 0.6504
Epoch 5/8... Discriminator Loss: 1.2611... Generator Loss: 0.6726
Epoch 5/8... Discriminator Loss: 1.2796... Generator Loss: 0.6603
Epoch 5/8... Discriminator Loss: 1.4744... Generator Loss: 0.7095
Epoch 5/8... Discriminator Loss: 1.1616... Generator Loss: 0.8644
Epoch 5/8... Discriminator Loss: 1.4665... Generator Loss: 0.5009
Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.5891
Epoch 5/8... Discriminator Loss: 1.0362... Generator Loss: 1.1026
Epoch 5/8... Discriminator Loss: 1.3626... Generator Loss: 0.6352
Epoch 5/8... Discriminator Loss: 1.1064... Generator Loss: 0.9419
Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.6949
Epoch 5/8... Discriminator Loss: 1.1111... Generator Loss: 1.3612
Epoch 5/8... Discriminator Loss: 1.4107... Generator Loss: 0.6082
Epoch 5/8... Discriminator Loss: 1.3304... Generator Loss: 0.6373
Epoch 5/8... Discriminator Loss: 1.2518... Generator Loss: 0.6955
Epoch 5/8... Discriminator Loss: 1.2154... Generator Loss: 0.7368
Epoch 5/8... Discriminator Loss: 1.2465... Generator Loss: 0.6850
Epoch 5/8... Discriminator Loss: 1.2084... Generator Loss: 1.1772
Epoch 5/8... Discriminator Loss: 1.1564... Generator Loss: 0.9173
Epoch 5/8... Discriminator Loss: 1.4196... Generator Loss: 0.5629
Epoch 5/8... Discriminator Loss: 1.2435... Generator Loss: 0.8335
Epoch 5/8... Discriminator Loss: 1.4312... Generator Loss: 0.6421
Epoch 5/8... Discriminator Loss: 1.1662... Generator Loss: 0.7783
Epoch 5/8... Discriminator Loss: 1.1922... Generator Loss: 0.8274
Epoch 5/8... Discriminator Loss: 1.4389... Generator Loss: 0.5585
Epoch 5/8... Discriminator Loss: 1.5110... Generator Loss: 0.4557
Epoch 5/8... Discriminator Loss: 1.1094... Generator Loss: 1.1212
Epoch 5/8... Discriminator Loss: 1.1733... Generator Loss: 0.8118
Epoch 5/8... Discriminator Loss: 1.2712... Generator Loss: 0.6572
Epoch 5/8... Discriminator Loss: 1.4565... Generator Loss: 0.6328
Epoch 5/8... Discriminator Loss: 1.1542... Generator Loss: 1.0974
Epoch 5/8... Discriminator Loss: 1.2436... Generator Loss: 0.8949
Epoch 5/8... Discriminator Loss: 1.1454... Generator Loss: 0.8140
Epoch 5/8... Discriminator Loss: 1.1933... Generator Loss: 1.2024
Epoch 5/8... Discriminator Loss: 1.1464... Generator Loss: 0.7603
Epoch 5/8... Discriminator Loss: 1.4041... Generator Loss: 0.5528
Epoch 5/8... Discriminator Loss: 1.0061... Generator Loss: 0.8886
Epoch 5/8... Discriminator Loss: 1.1290... Generator Loss: 1.3117
Epoch 5/8... Discriminator Loss: 1.1586... Generator Loss: 0.6633
Epoch 5/8... Discriminator Loss: 1.2556... Generator Loss: 0.7051
Epoch 5/8... Discriminator Loss: 0.9995... Generator Loss: 0.9955
Epoch 5/8... Discriminator Loss: 1.5120... Generator Loss: 0.5734
Epoch 5/8... Discriminator Loss: 1.2860... Generator Loss: 0.7863
Epoch 5/8... Discriminator Loss: 1.4395... Generator Loss: 0.6384
Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.6262
Epoch 5/8... Discriminator Loss: 1.3272... Generator Loss: 0.8931
Epoch 5/8... Discriminator Loss: 1.2093... Generator Loss: 0.8796
Epoch 5/8... Discriminator Loss: 1.0489... Generator Loss: 1.0189
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7085
Epoch 5/8... Discriminator Loss: 1.2647... Generator Loss: 0.6616
Epoch 5/8... Discriminator Loss: 1.3284... Generator Loss: 0.7270
Epoch 5/8... Discriminator Loss: 1.3527... Generator Loss: 0.7363
Epoch 5/8... Discriminator Loss: 1.4274... Generator Loss: 0.5440
Epoch 5/8... Discriminator Loss: 1.2137... Generator Loss: 0.9102
Epoch 5/8... Discriminator Loss: 1.5195... Generator Loss: 0.4562
Epoch 5/8... Discriminator Loss: 1.2899... Generator Loss: 0.6482
Epoch 5/8... Discriminator Loss: 1.2441... Generator Loss: 1.1231
Epoch 5/8... Discriminator Loss: 1.1207... Generator Loss: 0.8958
Epoch 5/8... Discriminator Loss: 1.1648... Generator Loss: 0.8910
Epoch 5/8... Discriminator Loss: 1.2315... Generator Loss: 0.7227
Epoch 5/8... Discriminator Loss: 1.4060... Generator Loss: 0.8160
Epoch 5/8... Discriminator Loss: 1.1803... Generator Loss: 0.7787
Epoch 5/8... Discriminator Loss: 1.3141... Generator Loss: 0.6467
Epoch 5/8... Discriminator Loss: 1.2334... Generator Loss: 0.6844
Epoch 5/8... Discriminator Loss: 1.2906... Generator Loss: 0.7546
Epoch 5/8... Discriminator Loss: 1.1419... Generator Loss: 0.8643
Epoch 5/8... Discriminator Loss: 1.4729... Generator Loss: 0.5622
Epoch 5/8... Discriminator Loss: 1.1483... Generator Loss: 0.8610
Epoch 5/8... Discriminator Loss: 1.4231... Generator Loss: 0.6203
Epoch 5/8... Discriminator Loss: 1.0065... Generator Loss: 1.0077
Epoch 5/8... Discriminator Loss: 1.4620... Generator Loss: 0.6517
Epoch 5/8... Discriminator Loss: 1.3431... Generator Loss: 0.6411
Epoch 5/8... Discriminator Loss: 1.1732... Generator Loss: 0.8384
Epoch 5/8... Discriminator Loss: 1.3583... Generator Loss: 0.7331
Epoch 5/8... Discriminator Loss: 1.1851... Generator Loss: 0.9662
Epoch 5/8... Discriminator Loss: 1.1609... Generator Loss: 0.7821
Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.4617
Epoch 5/8... Discriminator Loss: 1.2407... Generator Loss: 0.7550
Epoch 5/8... Discriminator Loss: 1.1173... Generator Loss: 0.9398
Epoch 5/8... Discriminator Loss: 1.2000... Generator Loss: 0.7118
Epoch 5/8... Discriminator Loss: 1.3077... Generator Loss: 0.7548
Epoch 5/8... Discriminator Loss: 1.3030... Generator Loss: 0.6996
Epoch 5/8... Discriminator Loss: 1.1914... Generator Loss: 0.6129
Epoch 5/8... Discriminator Loss: 1.0058... Generator Loss: 1.2305
Epoch 5/8... Discriminator Loss: 1.5922... Generator Loss: 0.5896
Epoch 5/8... Discriminator Loss: 1.3347... Generator Loss: 0.7108
Epoch 5/8... Discriminator Loss: 1.4072... Generator Loss: 0.6003
Epoch 5/8... Discriminator Loss: 1.1772... Generator Loss: 1.0317
Epoch 5/8... Discriminator Loss: 1.2175... Generator Loss: 0.7828
Epoch 5/8... Discriminator Loss: 1.3590... Generator Loss: 0.6428
Epoch 5/8... Discriminator Loss: 1.3933... Generator Loss: 0.5537
Epoch 5/8... Discriminator Loss: 1.2032... Generator Loss: 0.7524
Epoch 5/8... Discriminator Loss: 1.3714... Generator Loss: 0.6861
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6571
Epoch 5/8... Discriminator Loss: 1.1266... Generator Loss: 0.9128
Epoch 5/8... Discriminator Loss: 1.0999... Generator Loss: 1.5787
Epoch 5/8... Discriminator Loss: 1.3178... Generator Loss: 0.7356
Epoch 5/8... Discriminator Loss: 1.4464... Generator Loss: 0.5890
Epoch 5/8... Discriminator Loss: 1.4313... Generator Loss: 0.7528
Epoch 5/8... Discriminator Loss: 1.4605... Generator Loss: 0.5379
Epoch 5/8... Discriminator Loss: 1.1799... Generator Loss: 0.7249
Epoch 5/8... Discriminator Loss: 1.4691... Generator Loss: 0.7151
Epoch 5/8... Discriminator Loss: 1.0247... Generator Loss: 1.7969
Epoch 5/8... Discriminator Loss: 1.2624... Generator Loss: 0.7726
Epoch 5/8... Discriminator Loss: 1.2329... Generator Loss: 0.8159
Epoch 5/8... Discriminator Loss: 1.3480... Generator Loss: 0.5820
Epoch 5/8... Discriminator Loss: 1.4761... Generator Loss: 0.5745
Epoch 5/8... Discriminator Loss: 1.1118... Generator Loss: 0.8660
Epoch 5/8... Discriminator Loss: 1.2577... Generator Loss: 0.6365
Epoch 5/8... Discriminator Loss: 1.0059... Generator Loss: 1.0566
Epoch 5/8... Discriminator Loss: 1.3498... Generator Loss: 0.6955
Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.5799
Epoch 5/8... Discriminator Loss: 1.3212... Generator Loss: 0.5795
Epoch 5/8... Discriminator Loss: 1.3365... Generator Loss: 0.7277
Epoch 5/8... Discriminator Loss: 1.4315... Generator Loss: 0.5518
Epoch 5/8... Discriminator Loss: 1.2085... Generator Loss: 0.8700
Epoch 5/8... Discriminator Loss: 1.0758... Generator Loss: 0.8340
Epoch 5/8... Discriminator Loss: 1.3115... Generator Loss: 0.6288
Epoch 5/8... Discriminator Loss: 1.2881... Generator Loss: 0.7154
Epoch 5/8... Discriminator Loss: 1.0775... Generator Loss: 0.9864
Epoch 5/8... Discriminator Loss: 1.3405... Generator Loss: 0.6462
Epoch 5/8... Discriminator Loss: 1.1906... Generator Loss: 0.7130
Epoch 5/8... Discriminator Loss: 1.2855... Generator Loss: 0.7724
Epoch 5/8... Discriminator Loss: 1.1691... Generator Loss: 0.8916
Epoch 5/8... Discriminator Loss: 1.2647... Generator Loss: 0.8198
Epoch 5/8... Discriminator Loss: 1.1823... Generator Loss: 0.9576
Epoch 5/8... Discriminator Loss: 1.2877... Generator Loss: 0.7067
Epoch 5/8... Discriminator Loss: 1.3538... Generator Loss: 0.6519
Epoch 5/8... Discriminator Loss: 1.2558... Generator Loss: 0.8245
Epoch 5/8... Discriminator Loss: 0.9682... Generator Loss: 1.4398
Epoch 5/8... Discriminator Loss: 1.3577... Generator Loss: 0.6616
Epoch 5/8... Discriminator Loss: 1.2395... Generator Loss: 0.8106
Epoch 5/8... Discriminator Loss: 1.0771... Generator Loss: 0.9217
Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7566
Epoch 5/8... Discriminator Loss: 1.2895... Generator Loss: 0.8289
Epoch 5/8... Discriminator Loss: 1.5868... Generator Loss: 0.5078
Epoch 5/8... Discriminator Loss: 1.1219... Generator Loss: 0.8580
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.6444
Epoch 5/8... Discriminator Loss: 1.2163... Generator Loss: 0.8483
Epoch 5/8... Discriminator Loss: 1.6066... Generator Loss: 0.5565
Epoch 5/8... Discriminator Loss: 1.3225... Generator Loss: 0.7438
Epoch 5/8... Discriminator Loss: 1.0606... Generator Loss: 1.1111
Epoch 5/8... Discriminator Loss: 1.2637... Generator Loss: 0.7735
Epoch 5/8... Discriminator Loss: 1.3227... Generator Loss: 0.7110
Epoch 5/8... Discriminator Loss: 1.4434... Generator Loss: 0.9171
Epoch 5/8... Discriminator Loss: 1.3082... Generator Loss: 0.7267
Epoch 5/8... Discriminator Loss: 1.4148... Generator Loss: 0.5780
Epoch 5/8... Discriminator Loss: 1.2788... Generator Loss: 0.7005
Epoch 5/8... Discriminator Loss: 1.2801... Generator Loss: 0.8342
Epoch 5/8... Discriminator Loss: 0.9916... Generator Loss: 1.1714
Epoch 5/8... Discriminator Loss: 1.0977... Generator Loss: 1.6514
Epoch 5/8... Discriminator Loss: 1.1750... Generator Loss: 1.0034
Epoch 5/8... Discriminator Loss: 1.2577... Generator Loss: 0.9649
Epoch 5/8... Discriminator Loss: 0.9929... Generator Loss: 1.3269
Epoch 5/8... Discriminator Loss: 1.1526... Generator Loss: 0.6863
Epoch 5/8... Discriminator Loss: 1.6067... Generator Loss: 0.5392
Epoch 5/8... Discriminator Loss: 1.2764... Generator Loss: 0.6830
Epoch 5/8... Discriminator Loss: 1.1829... Generator Loss: 1.0482
Epoch 5/8... Discriminator Loss: 1.1455... Generator Loss: 0.9924
Epoch 5/8... Discriminator Loss: 1.2748... Generator Loss: 0.6865
Epoch 5/8... Discriminator Loss: 1.2510... Generator Loss: 0.7479
Epoch 5/8... Discriminator Loss: 1.2716... Generator Loss: 0.7793
Epoch 5/8... Discriminator Loss: 1.3294... Generator Loss: 0.7795
Epoch 5/8... Discriminator Loss: 1.3346... Generator Loss: 0.5931
Epoch 5/8... Discriminator Loss: 1.1990... Generator Loss: 0.7177
Epoch 5/8... Discriminator Loss: 1.3119... Generator Loss: 0.6460
Epoch 5/8... Discriminator Loss: 1.2022... Generator Loss: 0.8890
Epoch 5/8... Discriminator Loss: 1.1145... Generator Loss: 1.1416
Epoch 5/8... Discriminator Loss: 1.4316... Generator Loss: 0.5615
Epoch 5/8... Discriminator Loss: 1.2994... Generator Loss: 0.7677
Epoch 5/8... Discriminator Loss: 1.2653... Generator Loss: 0.6902
Epoch 5/8... Discriminator Loss: 1.2457... Generator Loss: 0.8303
Epoch 5/8... Discriminator Loss: 1.2781... Generator Loss: 0.6852
Epoch 5/8... Discriminator Loss: 1.1463... Generator Loss: 0.7639
Epoch 5/8... Discriminator Loss: 1.3097... Generator Loss: 0.5843
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.5872
Epoch 5/8... Discriminator Loss: 1.2316... Generator Loss: 0.7624
Epoch 5/8... Discriminator Loss: 1.2707... Generator Loss: 0.7788
Epoch 5/8... Discriminator Loss: 1.0373... Generator Loss: 1.0152
Epoch 5/8... Discriminator Loss: 1.2153... Generator Loss: 0.6953
Epoch 5/8... Discriminator Loss: 1.1721... Generator Loss: 0.7469
Epoch 5/8... Discriminator Loss: 1.4107... Generator Loss: 0.7196
Epoch 5/8... Discriminator Loss: 1.2667... Generator Loss: 0.7680
Epoch 5/8... Discriminator Loss: 1.0956... Generator Loss: 1.2510
Epoch 5/8... Discriminator Loss: 1.1535... Generator Loss: 1.1880
Epoch 5/8... Discriminator Loss: 1.1713... Generator Loss: 0.8128
Epoch 5/8... Discriminator Loss: 1.1816... Generator Loss: 0.8159
Epoch 5/8... Discriminator Loss: 1.1181... Generator Loss: 0.9890
Epoch 5/8... Discriminator Loss: 1.3474... Generator Loss: 0.5879
Epoch 5/8... Discriminator Loss: 1.2490... Generator Loss: 0.7548
Epoch 5/8... Discriminator Loss: 1.1555... Generator Loss: 1.3558
Epoch 5/8... Discriminator Loss: 1.2020... Generator Loss: 0.7659
Epoch 5/8... Discriminator Loss: 1.4300... Generator Loss: 0.5558
Epoch 5/8... Discriminator Loss: 1.0213... Generator Loss: 1.0248
Epoch 5/8... Discriminator Loss: 1.3029... Generator Loss: 0.5951
Epoch 5/8... Discriminator Loss: 1.2486... Generator Loss: 0.9608
Epoch 5/8... Discriminator Loss: 1.3376... Generator Loss: 0.6722
Epoch 5/8... Discriminator Loss: 1.3424... Generator Loss: 0.6789
Epoch 5/8... Discriminator Loss: 1.3356... Generator Loss: 0.5869
Epoch 5/8... Discriminator Loss: 1.0870... Generator Loss: 0.8387
Epoch 5/8... Discriminator Loss: 1.0904... Generator Loss: 0.8630
Epoch 5/8... Discriminator Loss: 1.1883... Generator Loss: 0.6865
Epoch 5/8... Discriminator Loss: 1.1729... Generator Loss: 0.7028
Epoch 5/8... Discriminator Loss: 1.4081... Generator Loss: 0.5688
Epoch 5/8... Discriminator Loss: 1.3579... Generator Loss: 0.7044
Epoch 5/8... Discriminator Loss: 1.2325... Generator Loss: 0.7937
Epoch 5/8... Discriminator Loss: 1.1789... Generator Loss: 0.7736
Epoch 5/8... Discriminator Loss: 1.3167... Generator Loss: 0.6768
Epoch 5/8... Discriminator Loss: 1.2523... Generator Loss: 0.6155
Epoch 5/8... Discriminator Loss: 1.4920... Generator Loss: 0.5143
Epoch 5/8... Discriminator Loss: 1.4193... Generator Loss: 0.5230
Epoch 5/8... Discriminator Loss: 1.2625... Generator Loss: 0.9141
Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7999
Epoch 5/8... Discriminator Loss: 0.9826... Generator Loss: 1.3742
Epoch 5/8... Discriminator Loss: 1.3904... Generator Loss: 0.6143
Epoch 5/8... Discriminator Loss: 1.4462... Generator Loss: 0.5959
Epoch 5/8... Discriminator Loss: 1.1209... Generator Loss: 0.7818
Epoch 5/8... Discriminator Loss: 1.2533... Generator Loss: 0.7043
Epoch 5/8... Discriminator Loss: 1.0193... Generator Loss: 1.5229
Epoch 5/8... Discriminator Loss: 1.3303... Generator Loss: 0.8696
Epoch 5/8... Discriminator Loss: 1.0458... Generator Loss: 1.1696
Epoch 5/8... Discriminator Loss: 1.3287... Generator Loss: 0.6000
Epoch 5/8... Discriminator Loss: 1.3596... Generator Loss: 0.5915
Epoch 5/8... Discriminator Loss: 1.1755... Generator Loss: 0.6955
Epoch 5/8... Discriminator Loss: 0.9834... Generator Loss: 1.3521
Epoch 5/8... Discriminator Loss: 1.3989... Generator Loss: 0.5912
Epoch 5/8... Discriminator Loss: 1.3019... Generator Loss: 0.7234
Epoch 5/8... Discriminator Loss: 1.2914... Generator Loss: 0.7472
Epoch 5/8... Discriminator Loss: 1.4902... Generator Loss: 0.7118
Epoch 5/8... Discriminator Loss: 1.3282... Generator Loss: 0.8341
Epoch 5/8... Discriminator Loss: 1.1550... Generator Loss: 0.7828
Epoch 5/8... Discriminator Loss: 1.4476... Generator Loss: 0.4947
Epoch 5/8... Discriminator Loss: 1.3725... Generator Loss: 0.6854
Epoch 5/8... Discriminator Loss: 1.2655... Generator Loss: 0.8378
Epoch 5/8... Discriminator Loss: 1.1574... Generator Loss: 0.8760
Epoch 5/8... Discriminator Loss: 1.3848... Generator Loss: 0.6367
Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.7237
Epoch 5/8... Discriminator Loss: 1.4474... Generator Loss: 0.5370
Epoch 5/8... Discriminator Loss: 1.1815... Generator Loss: 0.7441
Epoch 5/8... Discriminator Loss: 1.0422... Generator Loss: 0.9561
Epoch 5/8... Discriminator Loss: 1.1370... Generator Loss: 0.8141
Epoch 5/8... Discriminator Loss: 1.3411... Generator Loss: 0.6905
Epoch 5/8... Discriminator Loss: 1.1193... Generator Loss: 0.8537
Epoch 5/8... Discriminator Loss: 1.1898... Generator Loss: 0.8062
Epoch 5/8... Discriminator Loss: 1.2100... Generator Loss: 0.8460
Epoch 5/8... Discriminator Loss: 0.9823... Generator Loss: 0.9051
Epoch 5/8... Discriminator Loss: 1.4302... Generator Loss: 0.6072
Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.6348
Epoch 5/8... Discriminator Loss: 1.3036... Generator Loss: 0.6846
Epoch 5/8... Discriminator Loss: 1.3651... Generator Loss: 0.7013
Epoch 5/8... Discriminator Loss: 1.3488... Generator Loss: 0.6034
Epoch 5/8... Discriminator Loss: 1.3170... Generator Loss: 0.7603
Epoch 5/8... Discriminator Loss: 1.3164... Generator Loss: 1.1768
Epoch 5/8... Discriminator Loss: 1.5366... Generator Loss: 0.5978
Epoch 5/8... Discriminator Loss: 1.2673... Generator Loss: 0.6780
Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.5532
Epoch 5/8... Discriminator Loss: 1.2120... Generator Loss: 1.1160
Epoch 5/8... Discriminator Loss: 1.2239... Generator Loss: 0.8738
Epoch 5/8... Discriminator Loss: 1.2223... Generator Loss: 0.9373
Epoch 5/8... Discriminator Loss: 1.3628... Generator Loss: 0.5718
Epoch 5/8... Discriminator Loss: 1.0789... Generator Loss: 1.0189
Epoch 5/8... Discriminator Loss: 1.4465... Generator Loss: 0.5532
Epoch 5/8... Discriminator Loss: 1.3306... Generator Loss: 0.7528
Epoch 5/8... Discriminator Loss: 1.1632... Generator Loss: 0.8021
Epoch 5/8... Discriminator Loss: 1.4266... Generator Loss: 0.5454
Epoch 5/8... Discriminator Loss: 1.3524... Generator Loss: 0.5669
Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.6589
Epoch 5/8... Discriminator Loss: 1.0574... Generator Loss: 0.9444
Epoch 5/8... Discriminator Loss: 1.1829... Generator Loss: 0.8494
Epoch 5/8... Discriminator Loss: 1.3460... Generator Loss: 0.7076
Epoch 5/8... Discriminator Loss: 1.2431... Generator Loss: 0.8276
Epoch 5/8... Discriminator Loss: 1.4528... Generator Loss: 0.4801
Epoch 5/8... Discriminator Loss: 1.5382... Generator Loss: 0.7202
Epoch 5/8... Discriminator Loss: 1.2216... Generator Loss: 0.8766
Epoch 5/8... Discriminator Loss: 1.3501... Generator Loss: 0.4713
Epoch 5/8... Discriminator Loss: 1.2154... Generator Loss: 1.0234
Epoch 5/8... Discriminator Loss: 1.2386... Generator Loss: 0.6455
Epoch 5/8... Discriminator Loss: 1.1965... Generator Loss: 0.8357
Epoch 5/8... Discriminator Loss: 1.4846... Generator Loss: 0.6057
Epoch 5/8... Discriminator Loss: 1.4601... Generator Loss: 0.6418
Epoch 5/8... Discriminator Loss: 1.2089... Generator Loss: 0.6418
Epoch 5/8... Discriminator Loss: 1.2803... Generator Loss: 0.6964
Epoch 5/8... Discriminator Loss: 1.2502... Generator Loss: 0.6789
Epoch 5/8... Discriminator Loss: 1.1060... Generator Loss: 0.9214
Epoch 5/8... Discriminator Loss: 1.3297... Generator Loss: 0.8885
Epoch 5/8... Discriminator Loss: 1.2418... Generator Loss: 0.7679
Epoch 5/8... Discriminator Loss: 1.4415... Generator Loss: 0.6011
Epoch 5/8... Discriminator Loss: 1.3670... Generator Loss: 0.6627
Epoch 5/8... Discriminator Loss: 1.4058... Generator Loss: 0.5773
Epoch 5/8... Discriminator Loss: 1.2258... Generator Loss: 0.7116
Epoch 5/8... Discriminator Loss: 1.2034... Generator Loss: 1.0010
Epoch 5/8... Discriminator Loss: 1.2342... Generator Loss: 0.6971
Epoch 5/8... Discriminator Loss: 1.4909... Generator Loss: 0.5304
Epoch 5/8... Discriminator Loss: 1.3666... Generator Loss: 0.7317
Epoch 5/8... Discriminator Loss: 1.3403... Generator Loss: 0.6782
Epoch 5/8... Discriminator Loss: 1.4740... Generator Loss: 0.5746
Epoch 5/8... Discriminator Loss: 1.2519... Generator Loss: 0.6958
Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.5662
Epoch 5/8... Discriminator Loss: 1.4657... Generator Loss: 0.6184
Epoch 5/8... Discriminator Loss: 1.1067... Generator Loss: 0.7974
Epoch 5/8... Discriminator Loss: 1.5038... Generator Loss: 0.6224
Epoch 5/8... Discriminator Loss: 1.3050... Generator Loss: 1.1045
Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.6170
Epoch 5/8... Discriminator Loss: 1.2425... Generator Loss: 0.8875
Epoch 5/8... Discriminator Loss: 1.1133... Generator Loss: 0.7512
Epoch 5/8... Discriminator Loss: 1.4061... Generator Loss: 0.6593
Epoch 5/8... Discriminator Loss: 1.3414... Generator Loss: 0.6516
Epoch 5/8... Discriminator Loss: 1.4959... Generator Loss: 0.5857
Epoch 5/8... Discriminator Loss: 1.3173... Generator Loss: 0.7128
Epoch 5/8... Discriminator Loss: 1.3249... Generator Loss: 0.6222
Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.5963
Epoch 5/8... Discriminator Loss: 1.2144... Generator Loss: 0.9023
Epoch 5/8... Discriminator Loss: 1.1215... Generator Loss: 0.7706
Epoch 5/8... Discriminator Loss: 1.1893... Generator Loss: 0.9063
Epoch 5/8... Discriminator Loss: 1.0942... Generator Loss: 1.4298
Epoch 5/8... Discriminator Loss: 1.3691... Generator Loss: 0.6854
Epoch 5/8... Discriminator Loss: 1.3171... Generator Loss: 0.8285
Epoch 5/8... Discriminator Loss: 1.2877... Generator Loss: 0.8521
Epoch 5/8... Discriminator Loss: 1.2050... Generator Loss: 1.0864
Epoch 5/8... Discriminator Loss: 1.5909... Generator Loss: 0.4648
Epoch 5/8... Discriminator Loss: 1.1321... Generator Loss: 1.0190
Epoch 5/8... Discriminator Loss: 1.2395... Generator Loss: 0.8578
Epoch 5/8... Discriminator Loss: 1.3155... Generator Loss: 0.5981
Epoch 5/8... Discriminator Loss: 1.1245... Generator Loss: 0.8184
Epoch 5/8... Discriminator Loss: 1.0347... Generator Loss: 0.9603
Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.6241
Epoch 5/8... Discriminator Loss: 1.4142... Generator Loss: 0.5927
Epoch 5/8... Discriminator Loss: 1.2126... Generator Loss: 0.9950
Epoch 5/8... Discriminator Loss: 1.2876... Generator Loss: 0.5824
Epoch 5/8... Discriminator Loss: 1.0971... Generator Loss: 1.0141
Epoch 5/8... Discriminator Loss: 1.3490... Generator Loss: 0.6584
Epoch 5/8... Discriminator Loss: 1.0681... Generator Loss: 1.0019
Epoch 5/8... Discriminator Loss: 1.3495... Generator Loss: 0.6510
Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.5920
Epoch 5/8... Discriminator Loss: 1.3537... Generator Loss: 0.6532
Epoch 5/8... Discriminator Loss: 1.2074... Generator Loss: 0.9719
Epoch 5/8... Discriminator Loss: 1.2430... Generator Loss: 0.7877
Epoch 5/8... Discriminator Loss: 1.4220... Generator Loss: 0.6127
Epoch 5/8... Discriminator Loss: 1.4403... Generator Loss: 0.5542
Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7378
Epoch 5/8... Discriminator Loss: 1.1295... Generator Loss: 0.7895
Epoch 5/8... Discriminator Loss: 1.1733... Generator Loss: 0.8514
Epoch 5/8... Discriminator Loss: 1.4156... Generator Loss: 0.6049
Epoch 5/8... Discriminator Loss: 1.4293... Generator Loss: 0.5590
Epoch 5/8... Discriminator Loss: 1.2397... Generator Loss: 0.7806
Epoch 5/8... Discriminator Loss: 1.3208... Generator Loss: 0.6562
Epoch 5/8... Discriminator Loss: 0.9698... Generator Loss: 1.1968
Epoch 5/8... Discriminator Loss: 1.4359... Generator Loss: 0.6893
Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.6262
Epoch 5/8... Discriminator Loss: 1.0773... Generator Loss: 0.8553
Epoch 5/8... Discriminator Loss: 1.3631... Generator Loss: 0.6221
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.6705
Epoch 5/8... Discriminator Loss: 1.2952... Generator Loss: 0.5990
Epoch 5/8... Discriminator Loss: 1.2662... Generator Loss: 0.6992
Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.7702
Epoch 5/8... Discriminator Loss: 1.1277... Generator Loss: 0.8840
Epoch 5/8... Discriminator Loss: 1.2274... Generator Loss: 0.7168
Epoch 5/8... Discriminator Loss: 1.3838... Generator Loss: 0.7114
Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.7012
Epoch 5/8... Discriminator Loss: 1.2497... Generator Loss: 0.9646
Epoch 5/8... Discriminator Loss: 1.3668... Generator Loss: 0.7311
Epoch 5/8... Discriminator Loss: 1.3452... Generator Loss: 0.7800
Epoch 5/8... Discriminator Loss: 1.2361... Generator Loss: 0.8586
Epoch 5/8... Discriminator Loss: 1.0342... Generator Loss: 0.9629
Epoch 5/8... Discriminator Loss: 1.5026... Generator Loss: 0.6105
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.6246
Epoch 5/8... Discriminator Loss: 1.1222... Generator Loss: 1.2361
Epoch 5/8... Discriminator Loss: 1.2483... Generator Loss: 0.9735
Epoch 5/8... Discriminator Loss: 1.2763... Generator Loss: 0.7453
Epoch 5/8... Discriminator Loss: 1.2630... Generator Loss: 0.8143
Epoch 5/8... Discriminator Loss: 1.3006... Generator Loss: 0.6528
Epoch 5/8... Discriminator Loss: 1.0867... Generator Loss: 1.0406
Epoch 5/8... Discriminator Loss: 1.3374... Generator Loss: 0.6402
Epoch 5/8... Discriminator Loss: 1.3956... Generator Loss: 0.6198
Epoch 5/8... Discriminator Loss: 1.1335... Generator Loss: 0.8721
Epoch 5/8... Discriminator Loss: 1.1153... Generator Loss: 0.8504
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.6282
Epoch 5/8... Discriminator Loss: 1.2986... Generator Loss: 0.6735
Epoch 5/8... Discriminator Loss: 1.3093... Generator Loss: 0.8258
Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.8015
Epoch 5/8... Discriminator Loss: 1.1612... Generator Loss: 0.8594
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.6457
Epoch 5/8... Discriminator Loss: 1.2542... Generator Loss: 0.6983
Epoch 5/8... Discriminator Loss: 1.0006... Generator Loss: 1.3597
Epoch 5/8... Discriminator Loss: 1.1317... Generator Loss: 0.9146
Epoch 5/8... Discriminator Loss: 1.5156... Generator Loss: 0.5463
Epoch 5/8... Discriminator Loss: 1.1974... Generator Loss: 0.9310
Epoch 5/8... Discriminator Loss: 1.2226... Generator Loss: 0.8209
Epoch 5/8... Discriminator Loss: 1.0748... Generator Loss: 1.7703
Epoch 5/8... Discriminator Loss: 1.2588... Generator Loss: 0.8320
Epoch 5/8... Discriminator Loss: 1.4074... Generator Loss: 0.6431
Epoch 5/8... Discriminator Loss: 1.5820... Generator Loss: 0.5205
Epoch 5/8... Discriminator Loss: 1.4528... Generator Loss: 0.5416
Epoch 5/8... Discriminator Loss: 1.3124... Generator Loss: 0.6470
Epoch 5/8... Discriminator Loss: 1.4140... Generator Loss: 0.6440
Epoch 5/8... Discriminator Loss: 1.2864... Generator Loss: 0.6759
Epoch 6/8... Discriminator Loss: 1.2743... Generator Loss: 0.7519
Epoch 6/8... Discriminator Loss: 1.2093... Generator Loss: 0.9783
Epoch 6/8... Discriminator Loss: 1.4486... Generator Loss: 0.5047
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6260
Epoch 6/8... Discriminator Loss: 1.4921... Generator Loss: 0.5451
Epoch 6/8... Discriminator Loss: 1.4465... Generator Loss: 0.6047
Epoch 6/8... Discriminator Loss: 1.4242... Generator Loss: 0.7487
Epoch 6/8... Discriminator Loss: 1.1173... Generator Loss: 0.8100
Epoch 6/8... Discriminator Loss: 1.4686... Generator Loss: 0.5568
Epoch 6/8... Discriminator Loss: 1.2895... Generator Loss: 0.7164
Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.7159
Epoch 6/8... Discriminator Loss: 1.2080... Generator Loss: 0.7257
Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7240
Epoch 6/8... Discriminator Loss: 1.2935... Generator Loss: 0.6844
Epoch 6/8... Discriminator Loss: 1.2107... Generator Loss: 0.8429
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.5593
Epoch 6/8... Discriminator Loss: 1.0045... Generator Loss: 1.0772
Epoch 6/8... Discriminator Loss: 1.5081... Generator Loss: 0.5397
Epoch 6/8... Discriminator Loss: 1.2219... Generator Loss: 0.9218
Epoch 6/8... Discriminator Loss: 1.2373... Generator Loss: 0.9143
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.6540
Epoch 6/8... Discriminator Loss: 1.2800... Generator Loss: 0.7640
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.6991
Epoch 6/8... Discriminator Loss: 1.3283... Generator Loss: 0.6340
Epoch 6/8... Discriminator Loss: 1.3543... Generator Loss: 0.6573
Epoch 6/8... Discriminator Loss: 1.2755... Generator Loss: 0.6124
Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.6584
Epoch 6/8... Discriminator Loss: 1.2941... Generator Loss: 0.7225
Epoch 6/8... Discriminator Loss: 1.3608... Generator Loss: 0.6084
Epoch 6/8... Discriminator Loss: 1.4891... Generator Loss: 0.5393
Epoch 6/8... Discriminator Loss: 1.2289... Generator Loss: 0.8550
Epoch 6/8... Discriminator Loss: 1.1996... Generator Loss: 0.9498
Epoch 6/8... Discriminator Loss: 1.3470... Generator Loss: 0.7337
Epoch 6/8... Discriminator Loss: 1.3075... Generator Loss: 0.7836
Epoch 6/8... Discriminator Loss: 1.2030... Generator Loss: 0.6892
Epoch 6/8... Discriminator Loss: 1.2625... Generator Loss: 0.9126
Epoch 6/8... Discriminator Loss: 1.3172... Generator Loss: 0.6364
Epoch 6/8... Discriminator Loss: 1.2508... Generator Loss: 0.7899
Epoch 6/8... Discriminator Loss: 1.2913... Generator Loss: 0.6260
Epoch 6/8... Discriminator Loss: 1.4564... Generator Loss: 0.5752
Epoch 6/8... Discriminator Loss: 1.4417... Generator Loss: 0.5289
Epoch 6/8... Discriminator Loss: 1.3285... Generator Loss: 0.6159
Epoch 6/8... Discriminator Loss: 1.2000... Generator Loss: 0.7531
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.5635
Epoch 6/8... Discriminator Loss: 1.1713... Generator Loss: 1.1440
Epoch 6/8... Discriminator Loss: 1.1582... Generator Loss: 1.0086
Epoch 6/8... Discriminator Loss: 1.2511... Generator Loss: 0.7305
Epoch 6/8... Discriminator Loss: 1.0085... Generator Loss: 0.9681
Epoch 6/8... Discriminator Loss: 1.2834... Generator Loss: 0.7179
Epoch 6/8... Discriminator Loss: 1.3689... Generator Loss: 0.7310
Epoch 6/8... Discriminator Loss: 1.2921... Generator Loss: 0.6451
Epoch 6/8... Discriminator Loss: 1.4472... Generator Loss: 0.8226
Epoch 6/8... Discriminator Loss: 1.2141... Generator Loss: 0.7403
Epoch 6/8... Discriminator Loss: 1.3482... Generator Loss: 0.5546
Epoch 6/8... Discriminator Loss: 1.3531... Generator Loss: 0.7605
Epoch 6/8... Discriminator Loss: 1.3362... Generator Loss: 0.6852
Epoch 6/8... Discriminator Loss: 1.3566... Generator Loss: 0.6211
Epoch 6/8... Discriminator Loss: 0.9965... Generator Loss: 0.8837
Epoch 6/8... Discriminator Loss: 1.1028... Generator Loss: 0.8336
Epoch 6/8... Discriminator Loss: 1.2562... Generator Loss: 0.7810
Epoch 6/8... Discriminator Loss: 1.4309... Generator Loss: 0.6029
Epoch 6/8... Discriminator Loss: 1.3157... Generator Loss: 0.6611
Epoch 6/8... Discriminator Loss: 1.1354... Generator Loss: 0.9898
Epoch 6/8... Discriminator Loss: 1.3198... Generator Loss: 0.6789
Epoch 6/8... Discriminator Loss: 1.1756... Generator Loss: 1.0635
Epoch 6/8... Discriminator Loss: 1.4405... Generator Loss: 0.6564
Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.7411
Epoch 6/8... Discriminator Loss: 1.1634... Generator Loss: 0.7680
Epoch 6/8... Discriminator Loss: 1.3370... Generator Loss: 0.6671
Epoch 6/8... Discriminator Loss: 1.4672... Generator Loss: 0.6309
Epoch 6/8... Discriminator Loss: 1.2974... Generator Loss: 0.7631
Epoch 6/8... Discriminator Loss: 1.2012... Generator Loss: 0.7300
Epoch 6/8... Discriminator Loss: 1.3666... Generator Loss: 0.7583
Epoch 6/8... Discriminator Loss: 1.1521... Generator Loss: 0.8896
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.6229
Epoch 6/8... Discriminator Loss: 1.2901... Generator Loss: 0.5335
Epoch 6/8... Discriminator Loss: 1.3201... Generator Loss: 0.9430
Epoch 6/8... Discriminator Loss: 1.2728... Generator Loss: 0.7609
Epoch 6/8... Discriminator Loss: 0.9929... Generator Loss: 1.2525
Epoch 6/8... Discriminator Loss: 1.2177... Generator Loss: 0.7185
Epoch 6/8... Discriminator Loss: 1.0313... Generator Loss: 1.0335
Epoch 6/8... Discriminator Loss: 1.2649... Generator Loss: 0.8642
Epoch 6/8... Discriminator Loss: 1.1584... Generator Loss: 0.8385
Epoch 6/8... Discriminator Loss: 1.3340... Generator Loss: 0.6378
Epoch 6/8... Discriminator Loss: 1.1826... Generator Loss: 0.9352
Epoch 6/8... Discriminator Loss: 1.3493... Generator Loss: 0.6137
Epoch 6/8... Discriminator Loss: 1.2762... Generator Loss: 0.7480
Epoch 6/8... Discriminator Loss: 1.0492... Generator Loss: 0.9992
Epoch 6/8... Discriminator Loss: 1.4648... Generator Loss: 0.7465
Epoch 6/8... Discriminator Loss: 1.3551... Generator Loss: 0.6305
Epoch 6/8... Discriminator Loss: 1.3401... Generator Loss: 0.6405
Epoch 6/8... Discriminator Loss: 1.3445... Generator Loss: 0.7100
Epoch 6/8... Discriminator Loss: 1.4672... Generator Loss: 0.5779
Epoch 6/8... Discriminator Loss: 1.4437... Generator Loss: 0.5416
Epoch 6/8... Discriminator Loss: 1.2385... Generator Loss: 0.6853
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.6808
Epoch 6/8... Discriminator Loss: 1.4070... Generator Loss: 0.6121
Epoch 6/8... Discriminator Loss: 0.9985... Generator Loss: 1.1924
Epoch 6/8... Discriminator Loss: 1.2357... Generator Loss: 0.8681
Epoch 6/8... Discriminator Loss: 1.3235... Generator Loss: 0.5862
Epoch 6/8... Discriminator Loss: 0.9856... Generator Loss: 1.1108
Epoch 6/8... Discriminator Loss: 1.4179... Generator Loss: 0.5489
Epoch 6/8... Discriminator Loss: 1.1808... Generator Loss: 0.8746
Epoch 6/8... Discriminator Loss: 1.2251... Generator Loss: 1.1596
Epoch 6/8... Discriminator Loss: 1.4098... Generator Loss: 0.6304
Epoch 6/8... Discriminator Loss: 1.4611... Generator Loss: 0.6872
Epoch 6/8... Discriminator Loss: 1.3085... Generator Loss: 0.6446
Epoch 6/8... Discriminator Loss: 1.3092... Generator Loss: 0.6900
Epoch 6/8... Discriminator Loss: 1.2848... Generator Loss: 0.6336
Epoch 6/8... Discriminator Loss: 1.4043... Generator Loss: 0.5045
Epoch 6/8... Discriminator Loss: 1.4705... Generator Loss: 0.4835
Epoch 6/8... Discriminator Loss: 1.1361... Generator Loss: 1.0035
Epoch 6/8... Discriminator Loss: 1.3551... Generator Loss: 0.7142
Epoch 6/8... Discriminator Loss: 1.1807... Generator Loss: 0.7757
Epoch 6/8... Discriminator Loss: 1.2076... Generator Loss: 0.7956
Epoch 6/8... Discriminator Loss: 1.1811... Generator Loss: 1.4273
Epoch 6/8... Discriminator Loss: 1.1883... Generator Loss: 0.8763
Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.5735
Epoch 6/8... Discriminator Loss: 1.1649... Generator Loss: 0.7563
Epoch 6/8... Discriminator Loss: 1.2424... Generator Loss: 0.8683
Epoch 6/8... Discriminator Loss: 1.2336... Generator Loss: 0.7541
Epoch 6/8... Discriminator Loss: 1.5875... Generator Loss: 0.5894
Epoch 6/8... Discriminator Loss: 1.3154... Generator Loss: 0.5947
Epoch 6/8... Discriminator Loss: 1.4732... Generator Loss: 0.5939
Epoch 6/8... Discriminator Loss: 1.2690... Generator Loss: 0.7394
Epoch 6/8... Discriminator Loss: 1.4105... Generator Loss: 0.5300
Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.6328
Epoch 6/8... Discriminator Loss: 1.2864... Generator Loss: 0.6422
Epoch 6/8... Discriminator Loss: 1.1316... Generator Loss: 0.7759
Epoch 6/8... Discriminator Loss: 1.4412... Generator Loss: 0.5697
Epoch 6/8... Discriminator Loss: 1.2885... Generator Loss: 0.6857
Epoch 6/8... Discriminator Loss: 1.0573... Generator Loss: 0.8364
Epoch 6/8... Discriminator Loss: 1.3056... Generator Loss: 0.6751
Epoch 6/8... Discriminator Loss: 1.4342... Generator Loss: 0.5055
Epoch 6/8... Discriminator Loss: 1.2685... Generator Loss: 0.6414
Epoch 6/8... Discriminator Loss: 1.2918... Generator Loss: 0.6809
Epoch 6/8... Discriminator Loss: 1.3656... Generator Loss: 0.6281
Epoch 6/8... Discriminator Loss: 1.3710... Generator Loss: 0.5958
Epoch 6/8... Discriminator Loss: 1.2097... Generator Loss: 0.7563
Epoch 6/8... Discriminator Loss: 1.2689... Generator Loss: 1.0956
Epoch 6/8... Discriminator Loss: 1.2704... Generator Loss: 0.8882
Epoch 6/8... Discriminator Loss: 1.3327... Generator Loss: 0.8981
Epoch 6/8... Discriminator Loss: 1.0854... Generator Loss: 0.9786
Epoch 6/8... Discriminator Loss: 1.3586... Generator Loss: 0.5924
Epoch 6/8... Discriminator Loss: 1.2095... Generator Loss: 0.7213
Epoch 6/8... Discriminator Loss: 1.3542... Generator Loss: 0.6799
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7041
Epoch 6/8... Discriminator Loss: 1.2884... Generator Loss: 0.7623
Epoch 6/8... Discriminator Loss: 1.1363... Generator Loss: 0.8568
Epoch 6/8... Discriminator Loss: 1.4190... Generator Loss: 0.5244
Epoch 6/8... Discriminator Loss: 1.4877... Generator Loss: 0.6072
Epoch 6/8... Discriminator Loss: 0.9965... Generator Loss: 1.2113
Epoch 6/8... Discriminator Loss: 1.2671... Generator Loss: 0.6076
Epoch 6/8... Discriminator Loss: 1.1714... Generator Loss: 0.8076
Epoch 6/8... Discriminator Loss: 1.4822... Generator Loss: 0.5280
Epoch 6/8... Discriminator Loss: 1.2230... Generator Loss: 0.7798
Epoch 6/8... Discriminator Loss: 1.4821... Generator Loss: 0.6655
Epoch 6/8... Discriminator Loss: 1.2960... Generator Loss: 0.8182
Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.6514
Epoch 6/8... Discriminator Loss: 1.1998... Generator Loss: 0.7149
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7078
Epoch 6/8... Discriminator Loss: 1.3570... Generator Loss: 0.5804
Epoch 6/8... Discriminator Loss: 1.1559... Generator Loss: 0.9172
Epoch 6/8... Discriminator Loss: 1.2122... Generator Loss: 0.8478
Epoch 6/8... Discriminator Loss: 1.3112... Generator Loss: 0.6582
Epoch 6/8... Discriminator Loss: 1.1457... Generator Loss: 0.8562
Epoch 6/8... Discriminator Loss: 1.4241... Generator Loss: 0.4936
Epoch 6/8... Discriminator Loss: 1.1421... Generator Loss: 1.1213
Epoch 6/8... Discriminator Loss: 1.1700... Generator Loss: 0.8390
Epoch 6/8... Discriminator Loss: 1.3138... Generator Loss: 0.7156
Epoch 6/8... Discriminator Loss: 1.2764... Generator Loss: 0.6582
Epoch 6/8... Discriminator Loss: 1.2211... Generator Loss: 0.8457
Epoch 6/8... Discriminator Loss: 1.2713... Generator Loss: 0.7410
Epoch 6/8... Discriminator Loss: 1.3642... Generator Loss: 0.7534
Epoch 6/8... Discriminator Loss: 1.2138... Generator Loss: 0.8935
Epoch 6/8... Discriminator Loss: 1.2891... Generator Loss: 0.7552
Epoch 6/8... Discriminator Loss: 1.1041... Generator Loss: 1.0036
Epoch 6/8... Discriminator Loss: 1.3549... Generator Loss: 0.5988
Epoch 6/8... Discriminator Loss: 1.4122... Generator Loss: 0.7935
Epoch 6/8... Discriminator Loss: 1.1587... Generator Loss: 0.8111
Epoch 6/8... Discriminator Loss: 1.0754... Generator Loss: 1.0119
Epoch 6/8... Discriminator Loss: 1.1753... Generator Loss: 0.7887
Epoch 6/8... Discriminator Loss: 1.5454... Generator Loss: 0.6568
Epoch 6/8... Discriminator Loss: 1.3026... Generator Loss: 0.7101
Epoch 6/8... Discriminator Loss: 1.3608... Generator Loss: 0.5933
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.6419
Epoch 6/8... Discriminator Loss: 1.4039... Generator Loss: 0.5976
Epoch 6/8... Discriminator Loss: 1.2953... Generator Loss: 0.6880
Epoch 6/8... Discriminator Loss: 1.3411... Generator Loss: 0.6220
Epoch 6/8... Discriminator Loss: 1.3986... Generator Loss: 0.5906
Epoch 6/8... Discriminator Loss: 1.3362... Generator Loss: 0.9179
Epoch 6/8... Discriminator Loss: 1.3101... Generator Loss: 0.5748
Epoch 6/8... Discriminator Loss: 1.2345... Generator Loss: 0.8991
Epoch 6/8... Discriminator Loss: 1.4968... Generator Loss: 0.4687
Epoch 6/8... Discriminator Loss: 1.4360... Generator Loss: 0.5453
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.6728
Epoch 6/8... Discriminator Loss: 1.1932... Generator Loss: 0.9304
Epoch 6/8... Discriminator Loss: 1.1869... Generator Loss: 0.8753
Epoch 6/8... Discriminator Loss: 1.3467... Generator Loss: 0.7537
Epoch 6/8... Discriminator Loss: 1.1400... Generator Loss: 0.9192
Epoch 6/8... Discriminator Loss: 1.2546... Generator Loss: 0.7496
Epoch 6/8... Discriminator Loss: 1.1932... Generator Loss: 1.1436
Epoch 6/8... Discriminator Loss: 1.1967... Generator Loss: 0.8984
Epoch 6/8... Discriminator Loss: 1.2901... Generator Loss: 0.7382
Epoch 6/8... Discriminator Loss: 1.0621... Generator Loss: 1.1932
Epoch 6/8... Discriminator Loss: 1.2796... Generator Loss: 0.6972
Epoch 6/8... Discriminator Loss: 1.1939... Generator Loss: 0.8180
Epoch 6/8... Discriminator Loss: 1.4352... Generator Loss: 0.6654
Epoch 6/8... Discriminator Loss: 1.1569... Generator Loss: 1.1288
Epoch 6/8... Discriminator Loss: 1.0070... Generator Loss: 1.1132
Epoch 6/8... Discriminator Loss: 1.1097... Generator Loss: 1.0178
Epoch 6/8... Discriminator Loss: 1.2928... Generator Loss: 0.8285
Epoch 6/8... Discriminator Loss: 1.2134... Generator Loss: 0.8912
Epoch 6/8... Discriminator Loss: 1.3275... Generator Loss: 0.6097
Epoch 6/8... Discriminator Loss: 1.5223... Generator Loss: 0.7335
Epoch 6/8... Discriminator Loss: 1.1065... Generator Loss: 1.3789
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.6652
Epoch 6/8... Discriminator Loss: 1.2572... Generator Loss: 0.7610
Epoch 6/8... Discriminator Loss: 1.1247... Generator Loss: 0.9563
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.7263
Epoch 6/8... Discriminator Loss: 1.4663... Generator Loss: 0.5371
Epoch 6/8... Discriminator Loss: 1.4755... Generator Loss: 0.6728
Epoch 6/8... Discriminator Loss: 1.6512... Generator Loss: 0.7587
Epoch 6/8... Discriminator Loss: 1.1573... Generator Loss: 0.7697
Epoch 6/8... Discriminator Loss: 1.1052... Generator Loss: 0.8917
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.5991
Epoch 6/8... Discriminator Loss: 1.2952... Generator Loss: 0.6789
Epoch 6/8... Discriminator Loss: 1.5107... Generator Loss: 0.5502
Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.6712
Epoch 6/8... Discriminator Loss: 1.2015... Generator Loss: 0.7370
Epoch 6/8... Discriminator Loss: 1.2419... Generator Loss: 0.7612
Epoch 6/8... Discriminator Loss: 1.1787... Generator Loss: 0.9441
Epoch 6/8... Discriminator Loss: 1.1014... Generator Loss: 1.0424
Epoch 6/8... Discriminator Loss: 1.1434... Generator Loss: 0.9234
Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.5481
Epoch 6/8... Discriminator Loss: 1.0739... Generator Loss: 0.9786
Epoch 6/8... Discriminator Loss: 1.2261... Generator Loss: 0.7201
Epoch 6/8... Discriminator Loss: 1.3360... Generator Loss: 0.6357
Epoch 6/8... Discriminator Loss: 1.4500... Generator Loss: 0.5646
Epoch 6/8... Discriminator Loss: 1.4366... Generator Loss: 0.5732
Epoch 6/8... Discriminator Loss: 1.2732... Generator Loss: 0.6960
Epoch 6/8... Discriminator Loss: 1.2205... Generator Loss: 0.7151
Epoch 6/8... Discriminator Loss: 1.1459... Generator Loss: 0.8188
Epoch 6/8... Discriminator Loss: 1.3628... Generator Loss: 0.6714
Epoch 6/8... Discriminator Loss: 1.3380... Generator Loss: 0.6700
Epoch 6/8... Discriminator Loss: 1.3305... Generator Loss: 0.6697
Epoch 6/8... Discriminator Loss: 1.4358... Generator Loss: 0.7009
Epoch 6/8... Discriminator Loss: 1.1195... Generator Loss: 0.7268
Epoch 6/8... Discriminator Loss: 1.1871... Generator Loss: 0.7462
Epoch 6/8... Discriminator Loss: 1.2859... Generator Loss: 0.6865
Epoch 6/8... Discriminator Loss: 1.4081... Generator Loss: 0.6091
Epoch 6/8... Discriminator Loss: 1.3526... Generator Loss: 0.6352
Epoch 6/8... Discriminator Loss: 1.3962... Generator Loss: 0.5980
Epoch 6/8... Discriminator Loss: 1.3331... Generator Loss: 0.7528
Epoch 6/8... Discriminator Loss: 1.6896... Generator Loss: 0.3786
Epoch 6/8... Discriminator Loss: 1.4423... Generator Loss: 0.5858
Epoch 6/8... Discriminator Loss: 1.4023... Generator Loss: 0.6344
Epoch 6/8... Discriminator Loss: 1.0805... Generator Loss: 0.8208
Epoch 6/8... Discriminator Loss: 1.3380... Generator Loss: 0.8274
Epoch 6/8... Discriminator Loss: 1.4196... Generator Loss: 0.5619
Epoch 6/8... Discriminator Loss: 1.3046... Generator Loss: 0.6682
Epoch 6/8... Discriminator Loss: 1.3062... Generator Loss: 0.6753
Epoch 6/8... Discriminator Loss: 1.0833... Generator Loss: 1.0149
Epoch 6/8... Discriminator Loss: 1.0616... Generator Loss: 0.9889
Epoch 6/8... Discriminator Loss: 1.1258... Generator Loss: 0.9775
Epoch 6/8... Discriminator Loss: 1.3427... Generator Loss: 0.6113
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.6125
Epoch 6/8... Discriminator Loss: 1.1668... Generator Loss: 0.7731
Epoch 6/8... Discriminator Loss: 1.4378... Generator Loss: 0.5164
Epoch 6/8... Discriminator Loss: 1.5541... Generator Loss: 0.4951
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.6799
Epoch 6/8... Discriminator Loss: 1.3385... Generator Loss: 0.6850
Epoch 6/8... Discriminator Loss: 1.3353... Generator Loss: 0.6027
Epoch 6/8... Discriminator Loss: 1.3965... Generator Loss: 0.7288
Epoch 6/8... Discriminator Loss: 1.5645... Generator Loss: 0.4981
Epoch 6/8... Discriminator Loss: 1.1674... Generator Loss: 0.7516
Epoch 6/8... Discriminator Loss: 1.3104... Generator Loss: 0.7565
Epoch 6/8... Discriminator Loss: 0.9760... Generator Loss: 1.1564
Epoch 6/8... Discriminator Loss: 1.1771... Generator Loss: 0.7239
Epoch 6/8... Discriminator Loss: 1.2582... Generator Loss: 0.6858
Epoch 6/8... Discriminator Loss: 1.1403... Generator Loss: 0.9272
Epoch 6/8... Discriminator Loss: 1.4715... Generator Loss: 0.7818
Epoch 6/8... Discriminator Loss: 1.2882... Generator Loss: 0.7871
Epoch 6/8... Discriminator Loss: 1.2203... Generator Loss: 0.7473
Epoch 6/8... Discriminator Loss: 1.2087... Generator Loss: 0.7223
Epoch 6/8... Discriminator Loss: 1.4041... Generator Loss: 0.5798
Epoch 6/8... Discriminator Loss: 1.1147... Generator Loss: 0.9378
Epoch 6/8... Discriminator Loss: 1.3092... Generator Loss: 0.7698
Epoch 6/8... Discriminator Loss: 1.2985... Generator Loss: 0.7275
Epoch 6/8... Discriminator Loss: 1.2991... Generator Loss: 0.8018
Epoch 6/8... Discriminator Loss: 1.2870... Generator Loss: 0.5831
Epoch 6/8... Discriminator Loss: 1.2682... Generator Loss: 0.6680
Epoch 6/8... Discriminator Loss: 1.4568... Generator Loss: 0.5524
Epoch 6/8... Discriminator Loss: 1.1372... Generator Loss: 1.0243
Epoch 6/8... Discriminator Loss: 1.2852... Generator Loss: 0.7759
Epoch 6/8... Discriminator Loss: 1.4778... Generator Loss: 0.5570
Epoch 6/8... Discriminator Loss: 1.1230... Generator Loss: 0.9145
Epoch 6/8... Discriminator Loss: 1.4050... Generator Loss: 0.5806
Epoch 6/8... Discriminator Loss: 1.2155... Generator Loss: 0.8484
Epoch 6/8... Discriminator Loss: 1.1308... Generator Loss: 0.9128
Epoch 6/8... Discriminator Loss: 1.0854... Generator Loss: 1.0116
Epoch 6/8... Discriminator Loss: 1.3674... Generator Loss: 0.7891
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.4651
Epoch 6/8... Discriminator Loss: 1.2594... Generator Loss: 0.8345
Epoch 6/8... Discriminator Loss: 1.1243... Generator Loss: 0.9445
Epoch 6/8... Discriminator Loss: 1.3702... Generator Loss: 0.5920
Epoch 6/8... Discriminator Loss: 1.2347... Generator Loss: 0.4999
Epoch 6/8... Discriminator Loss: 1.4805... Generator Loss: 0.6873
Epoch 6/8... Discriminator Loss: 1.2905... Generator Loss: 0.8537
Epoch 6/8... Discriminator Loss: 1.2306... Generator Loss: 0.8561
Epoch 6/8... Discriminator Loss: 1.0877... Generator Loss: 0.9604
Epoch 6/8... Discriminator Loss: 1.2852... Generator Loss: 0.8631
Epoch 6/8... Discriminator Loss: 1.1473... Generator Loss: 0.9582
Epoch 6/8... Discriminator Loss: 1.4831... Generator Loss: 0.5410
Epoch 6/8... Discriminator Loss: 1.3988... Generator Loss: 0.7001
Epoch 6/8... Discriminator Loss: 1.3474... Generator Loss: 0.7333
Epoch 6/8... Discriminator Loss: 1.1073... Generator Loss: 1.2280
Epoch 6/8... Discriminator Loss: 1.1588... Generator Loss: 0.8103
Epoch 6/8... Discriminator Loss: 1.0983... Generator Loss: 0.8531
Epoch 6/8... Discriminator Loss: 1.2932... Generator Loss: 0.7028
Epoch 6/8... Discriminator Loss: 1.2650... Generator Loss: 0.8398
Epoch 6/8... Discriminator Loss: 1.1236... Generator Loss: 1.0937
Epoch 6/8... Discriminator Loss: 1.2060... Generator Loss: 0.7737
Epoch 6/8... Discriminator Loss: 1.3417... Generator Loss: 0.6836
Epoch 6/8... Discriminator Loss: 1.2718... Generator Loss: 0.6323
Epoch 6/8... Discriminator Loss: 1.2470... Generator Loss: 0.7436
Epoch 6/8... Discriminator Loss: 1.5080... Generator Loss: 0.6306
Epoch 6/8... Discriminator Loss: 1.4783... Generator Loss: 0.5236
Epoch 6/8... Discriminator Loss: 1.1310... Generator Loss: 0.8863
Epoch 6/8... Discriminator Loss: 1.1924... Generator Loss: 0.8896
Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.6193
Epoch 6/8... Discriminator Loss: 1.1104... Generator Loss: 0.8604
Epoch 6/8... Discriminator Loss: 1.1413... Generator Loss: 0.8541
Epoch 6/8... Discriminator Loss: 1.0314... Generator Loss: 1.0304
Epoch 6/8... Discriminator Loss: 1.4805... Generator Loss: 0.7019
Epoch 6/8... Discriminator Loss: 1.2695... Generator Loss: 0.7263
Epoch 6/8... Discriminator Loss: 1.1835... Generator Loss: 0.9832
Epoch 6/8... Discriminator Loss: 1.0661... Generator Loss: 0.9462
Epoch 6/8... Discriminator Loss: 1.2485... Generator Loss: 0.7952
Epoch 6/8... Discriminator Loss: 1.1870... Generator Loss: 0.8131
Epoch 6/8... Discriminator Loss: 1.3590... Generator Loss: 0.5935
Epoch 6/8... Discriminator Loss: 1.2033... Generator Loss: 0.7896
Epoch 6/8... Discriminator Loss: 1.4245... Generator Loss: 0.5826
Epoch 6/8... Discriminator Loss: 1.2850... Generator Loss: 0.7467
Epoch 6/8... Discriminator Loss: 1.3361... Generator Loss: 0.8093
Epoch 6/8... Discriminator Loss: 1.2387... Generator Loss: 0.9852
Epoch 6/8... Discriminator Loss: 1.0965... Generator Loss: 0.8874
Epoch 6/8... Discriminator Loss: 1.5032... Generator Loss: 0.6626
Epoch 6/8... Discriminator Loss: 1.3548... Generator Loss: 0.6466
Epoch 6/8... Discriminator Loss: 1.4237... Generator Loss: 0.6083
Epoch 6/8... Discriminator Loss: 1.3638... Generator Loss: 0.6962
Epoch 6/8... Discriminator Loss: 1.1583... Generator Loss: 0.8119
Epoch 6/8... Discriminator Loss: 1.2379... Generator Loss: 0.7603
Epoch 6/8... Discriminator Loss: 1.1425... Generator Loss: 0.9512
Epoch 6/8... Discriminator Loss: 1.2525... Generator Loss: 0.9834
Epoch 6/8... Discriminator Loss: 1.4675... Generator Loss: 0.6164
Epoch 6/8... Discriminator Loss: 1.3207... Generator Loss: 0.6304
Epoch 6/8... Discriminator Loss: 1.2203... Generator Loss: 0.7551
Epoch 6/8... Discriminator Loss: 1.4005... Generator Loss: 0.5803
Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.5648
Epoch 6/8... Discriminator Loss: 1.0796... Generator Loss: 1.0249
Epoch 6/8... Discriminator Loss: 1.2031... Generator Loss: 0.8933
Epoch 6/8... Discriminator Loss: 1.2414... Generator Loss: 0.7207
Epoch 6/8... Discriminator Loss: 1.2972... Generator Loss: 0.6909
Epoch 6/8... Discriminator Loss: 1.4061... Generator Loss: 0.6976
Epoch 6/8... Discriminator Loss: 1.2930... Generator Loss: 0.8558
Epoch 6/8... Discriminator Loss: 1.4479... Generator Loss: 0.5909
Epoch 6/8... Discriminator Loss: 1.2648... Generator Loss: 0.6853
Epoch 6/8... Discriminator Loss: 1.4083... Generator Loss: 0.6704
Epoch 6/8... Discriminator Loss: 1.2985... Generator Loss: 0.5864
Epoch 6/8... Discriminator Loss: 1.3249... Generator Loss: 0.7162
Epoch 6/8... Discriminator Loss: 1.3277... Generator Loss: 0.6316
Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.6459
Epoch 6/8... Discriminator Loss: 1.5252... Generator Loss: 0.4908
Epoch 6/8... Discriminator Loss: 1.3489... Generator Loss: 0.7018
Epoch 6/8... Discriminator Loss: 1.1071... Generator Loss: 0.8121
Epoch 6/8... Discriminator Loss: 1.3560... Generator Loss: 0.6106
Epoch 6/8... Discriminator Loss: 1.4102... Generator Loss: 0.6919
Epoch 6/8... Discriminator Loss: 1.3445... Generator Loss: 0.6572
Epoch 6/8... Discriminator Loss: 1.2503... Generator Loss: 0.6732
Epoch 6/8... Discriminator Loss: 1.3145... Generator Loss: 0.6620
Epoch 6/8... Discriminator Loss: 1.2616... Generator Loss: 0.6797
Epoch 6/8... Discriminator Loss: 1.3000... Generator Loss: 0.9088
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7754
Epoch 6/8... Discriminator Loss: 1.2620... Generator Loss: 1.2549
Epoch 6/8... Discriminator Loss: 1.3087... Generator Loss: 0.6238
Epoch 6/8... Discriminator Loss: 1.2170... Generator Loss: 0.7581
Epoch 6/8... Discriminator Loss: 1.2676... Generator Loss: 0.6687
Epoch 6/8... Discriminator Loss: 1.2381... Generator Loss: 0.7537
Epoch 6/8... Discriminator Loss: 1.3169... Generator Loss: 0.6052
Epoch 6/8... Discriminator Loss: 1.3342... Generator Loss: 0.7826
Epoch 6/8... Discriminator Loss: 1.0650... Generator Loss: 1.2841
Epoch 6/8... Discriminator Loss: 0.9980... Generator Loss: 1.3489
Epoch 6/8... Discriminator Loss: 1.5462... Generator Loss: 0.5957
Epoch 6/8... Discriminator Loss: 1.3450... Generator Loss: 0.6912
Epoch 6/8... Discriminator Loss: 0.8086... Generator Loss: 1.7226
Epoch 6/8... Discriminator Loss: 1.2179... Generator Loss: 0.8441
Epoch 6/8... Discriminator Loss: 1.4627... Generator Loss: 0.5411
Epoch 6/8... Discriminator Loss: 1.2118... Generator Loss: 0.9721
Epoch 6/8... Discriminator Loss: 1.5150... Generator Loss: 0.5575
Epoch 6/8... Discriminator Loss: 1.2560... Generator Loss: 0.8401
Epoch 6/8... Discriminator Loss: 1.2958... Generator Loss: 0.7554
Epoch 6/8... Discriminator Loss: 1.2462... Generator Loss: 0.7172
Epoch 6/8... Discriminator Loss: 1.4452... Generator Loss: 0.6562
Epoch 6/8... Discriminator Loss: 1.5055... Generator Loss: 0.6026
Epoch 6/8... Discriminator Loss: 0.9554... Generator Loss: 1.0924
Epoch 6/8... Discriminator Loss: 1.3316... Generator Loss: 0.7174
Epoch 6/8... Discriminator Loss: 1.3208... Generator Loss: 0.5841
Epoch 6/8... Discriminator Loss: 1.1727... Generator Loss: 0.6405
Epoch 6/8... Discriminator Loss: 1.1518... Generator Loss: 0.7493
Epoch 6/8... Discriminator Loss: 1.3009... Generator Loss: 0.5899
Epoch 6/8... Discriminator Loss: 1.3091... Generator Loss: 0.7395
Epoch 6/8... Discriminator Loss: 1.3593... Generator Loss: 0.6219
Epoch 6/8... Discriminator Loss: 1.4000... Generator Loss: 0.5642
Epoch 6/8... Discriminator Loss: 1.0276... Generator Loss: 0.9987
Epoch 6/8... Discriminator Loss: 1.2372... Generator Loss: 0.9171
Epoch 6/8... Discriminator Loss: 1.2051... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.0958... Generator Loss: 0.7444
Epoch 6/8... Discriminator Loss: 1.3468... Generator Loss: 0.7785
Epoch 6/8... Discriminator Loss: 1.3280... Generator Loss: 0.6737
Epoch 6/8... Discriminator Loss: 1.2434... Generator Loss: 0.6201
Epoch 6/8... Discriminator Loss: 1.2837... Generator Loss: 0.7331
Epoch 6/8... Discriminator Loss: 1.3575... Generator Loss: 0.7151
Epoch 6/8... Discriminator Loss: 1.1317... Generator Loss: 0.8129
Epoch 6/8... Discriminator Loss: 1.2994... Generator Loss: 0.7003
Epoch 6/8... Discriminator Loss: 1.4549... Generator Loss: 0.6080
Epoch 6/8... Discriminator Loss: 1.2077... Generator Loss: 0.8004
Epoch 6/8... Discriminator Loss: 1.3736... Generator Loss: 0.6626
Epoch 6/8... Discriminator Loss: 1.3306... Generator Loss: 0.7458
Epoch 6/8... Discriminator Loss: 1.3000... Generator Loss: 0.6938
Epoch 6/8... Discriminator Loss: 1.2959... Generator Loss: 0.7289
Epoch 6/8... Discriminator Loss: 1.1614... Generator Loss: 0.9443
Epoch 6/8... Discriminator Loss: 1.1905... Generator Loss: 0.9100
Epoch 6/8... Discriminator Loss: 1.3407... Generator Loss: 0.6174
Epoch 6/8... Discriminator Loss: 1.1536... Generator Loss: 1.0172
Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.5984
Epoch 6/8... Discriminator Loss: 1.2809... Generator Loss: 0.6584
Epoch 6/8... Discriminator Loss: 1.1445... Generator Loss: 0.9347
Epoch 6/8... Discriminator Loss: 1.5680... Generator Loss: 0.5058
Epoch 6/8... Discriminator Loss: 1.2962... Generator Loss: 0.6713
Epoch 6/8... Discriminator Loss: 1.2538... Generator Loss: 0.7458
Epoch 6/8... Discriminator Loss: 1.3207... Generator Loss: 0.7128
Epoch 6/8... Discriminator Loss: 1.3561... Generator Loss: 0.6829
Epoch 6/8... Discriminator Loss: 1.1140... Generator Loss: 0.8561
Epoch 6/8... Discriminator Loss: 1.3274... Generator Loss: 0.8089
Epoch 6/8... Discriminator Loss: 1.3939... Generator Loss: 0.6504
Epoch 6/8... Discriminator Loss: 1.3005... Generator Loss: 0.8415
Epoch 6/8... Discriminator Loss: 1.2308... Generator Loss: 0.8037
Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.7951
Epoch 6/8... Discriminator Loss: 1.2862... Generator Loss: 0.8437
Epoch 6/8... Discriminator Loss: 1.2944... Generator Loss: 0.6210
Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.6470
Epoch 6/8... Discriminator Loss: 1.1421... Generator Loss: 0.8977
Epoch 6/8... Discriminator Loss: 1.1090... Generator Loss: 0.9958
Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.6077
Epoch 6/8... Discriminator Loss: 1.1315... Generator Loss: 0.7669
Epoch 6/8... Discriminator Loss: 1.4025... Generator Loss: 0.8784
Epoch 6/8... Discriminator Loss: 1.2571... Generator Loss: 0.6565
Epoch 6/8... Discriminator Loss: 1.3564... Generator Loss: 0.5507
Epoch 6/8... Discriminator Loss: 1.1044... Generator Loss: 0.8020
Epoch 6/8... Discriminator Loss: 1.4623... Generator Loss: 0.5045
Epoch 6/8... Discriminator Loss: 1.4288... Generator Loss: 0.5651
Epoch 6/8... Discriminator Loss: 1.1854... Generator Loss: 0.9778
Epoch 6/8... Discriminator Loss: 1.0861... Generator Loss: 0.9735
Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.6327
Epoch 6/8... Discriminator Loss: 1.0224... Generator Loss: 0.8968
Epoch 6/8... Discriminator Loss: 1.3317... Generator Loss: 0.6366
Epoch 6/8... Discriminator Loss: 1.5370... Generator Loss: 0.7118
Epoch 6/8... Discriminator Loss: 1.4902... Generator Loss: 0.5599
Epoch 6/8... Discriminator Loss: 1.3187... Generator Loss: 0.6912
Epoch 6/8... Discriminator Loss: 1.3486... Generator Loss: 0.5673
Epoch 6/8... Discriminator Loss: 1.4416... Generator Loss: 0.6260
Epoch 6/8... Discriminator Loss: 1.2793... Generator Loss: 0.8814
Epoch 6/8... Discriminator Loss: 1.0526... Generator Loss: 0.9239
Epoch 6/8... Discriminator Loss: 1.0451... Generator Loss: 1.0044
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.5560
Epoch 6/8... Discriminator Loss: 1.2543... Generator Loss: 0.8070
Epoch 6/8... Discriminator Loss: 1.1711... Generator Loss: 0.8963
Epoch 6/8... Discriminator Loss: 1.4815... Generator Loss: 0.6156
Epoch 6/8... Discriminator Loss: 0.9925... Generator Loss: 1.3575
Epoch 6/8... Discriminator Loss: 1.3651... Generator Loss: 0.6435
Epoch 6/8... Discriminator Loss: 1.3282... Generator Loss: 0.6275
Epoch 6/8... Discriminator Loss: 1.3255... Generator Loss: 0.8620
Epoch 6/8... Discriminator Loss: 1.1223... Generator Loss: 0.8699
Epoch 6/8... Discriminator Loss: 1.1414... Generator Loss: 0.6834
Epoch 6/8... Discriminator Loss: 1.4705... Generator Loss: 0.6365
Epoch 6/8... Discriminator Loss: 1.3279... Generator Loss: 0.6890
Epoch 6/8... Discriminator Loss: 1.2617... Generator Loss: 0.7493
Epoch 6/8... Discriminator Loss: 1.1716... Generator Loss: 0.8871
Epoch 6/8... Discriminator Loss: 1.1935... Generator Loss: 0.6644
Epoch 6/8... Discriminator Loss: 1.2377... Generator Loss: 0.7106
Epoch 6/8... Discriminator Loss: 1.2542... Generator Loss: 0.6804
Epoch 6/8... Discriminator Loss: 1.0864... Generator Loss: 0.9909
Epoch 6/8... Discriminator Loss: 1.3913... Generator Loss: 0.6018
Epoch 6/8... Discriminator Loss: 1.3369... Generator Loss: 0.7242
Epoch 6/8... Discriminator Loss: 1.3990... Generator Loss: 0.6580
Epoch 6/8... Discriminator Loss: 1.4872... Generator Loss: 0.5914
Epoch 6/8... Discriminator Loss: 1.0329... Generator Loss: 1.3050
Epoch 6/8... Discriminator Loss: 1.1807... Generator Loss: 0.7413
Epoch 6/8... Discriminator Loss: 1.4657... Generator Loss: 0.4199
Epoch 6/8... Discriminator Loss: 1.3094... Generator Loss: 0.7877
Epoch 6/8... Discriminator Loss: 1.2816... Generator Loss: 0.6687
Epoch 6/8... Discriminator Loss: 1.2924... Generator Loss: 0.6552
Epoch 6/8... Discriminator Loss: 1.1954... Generator Loss: 0.8542
Epoch 6/8... Discriminator Loss: 1.3033... Generator Loss: 0.7738
Epoch 6/8... Discriminator Loss: 1.0723... Generator Loss: 0.7843
Epoch 6/8... Discriminator Loss: 1.3153... Generator Loss: 0.7282
Epoch 6/8... Discriminator Loss: 1.4350... Generator Loss: 0.5525
Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7407
Epoch 6/8... Discriminator Loss: 1.5108... Generator Loss: 0.4879
Epoch 6/8... Discriminator Loss: 1.2045... Generator Loss: 0.7642
Epoch 6/8... Discriminator Loss: 1.3238... Generator Loss: 0.6605
Epoch 6/8... Discriminator Loss: 1.1130... Generator Loss: 1.0179
Epoch 6/8... Discriminator Loss: 1.3449... Generator Loss: 0.6713
Epoch 6/8... Discriminator Loss: 1.2368... Generator Loss: 0.8147
Epoch 6/8... Discriminator Loss: 1.4729... Generator Loss: 0.5254
Epoch 6/8... Discriminator Loss: 1.4157... Generator Loss: 0.6358
Epoch 6/8... Discriminator Loss: 1.1499... Generator Loss: 0.9366
Epoch 6/8... Discriminator Loss: 1.2833... Generator Loss: 0.6613
Epoch 6/8... Discriminator Loss: 1.2325... Generator Loss: 0.7252
Epoch 6/8... Discriminator Loss: 1.3055... Generator Loss: 0.7841
Epoch 6/8... Discriminator Loss: 1.3610... Generator Loss: 0.9536
Epoch 6/8... Discriminator Loss: 1.1295... Generator Loss: 0.7665
Epoch 6/8... Discriminator Loss: 1.0604... Generator Loss: 0.9350
Epoch 6/8... Discriminator Loss: 1.4296... Generator Loss: 0.5597
Epoch 6/8... Discriminator Loss: 1.0863... Generator Loss: 0.7702
Epoch 6/8... Discriminator Loss: 1.3205... Generator Loss: 0.6070
Epoch 6/8... Discriminator Loss: 1.3481... Generator Loss: 0.6437
Epoch 6/8... Discriminator Loss: 1.1753... Generator Loss: 0.8599
Epoch 6/8... Discriminator Loss: 1.1575... Generator Loss: 0.8032
Epoch 6/8... Discriminator Loss: 1.1514... Generator Loss: 0.8938
Epoch 6/8... Discriminator Loss: 1.4627... Generator Loss: 0.4994
Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.7957
Epoch 6/8... Discriminator Loss: 1.4197... Generator Loss: 0.5785
Epoch 6/8... Discriminator Loss: 1.0278... Generator Loss: 0.9809
Epoch 6/8... Discriminator Loss: 1.0593... Generator Loss: 0.9238
Epoch 6/8... Discriminator Loss: 1.1741... Generator Loss: 0.8827
Epoch 6/8... Discriminator Loss: 1.2404... Generator Loss: 0.7765
Epoch 6/8... Discriminator Loss: 1.4242... Generator Loss: 0.5411
Epoch 6/8... Discriminator Loss: 1.3381... Generator Loss: 0.7294
Epoch 6/8... Discriminator Loss: 1.2167... Generator Loss: 0.7756
Epoch 6/8... Discriminator Loss: 1.4422... Generator Loss: 0.6485
Epoch 6/8... Discriminator Loss: 1.1797... Generator Loss: 0.7549
Epoch 6/8... Discriminator Loss: 1.3939... Generator Loss: 0.5832
Epoch 6/8... Discriminator Loss: 1.3037... Generator Loss: 0.6670
Epoch 6/8... Discriminator Loss: 1.3621... Generator Loss: 0.6910
Epoch 6/8... Discriminator Loss: 1.3641... Generator Loss: 0.5654
Epoch 6/8... Discriminator Loss: 1.1784... Generator Loss: 0.8145
Epoch 6/8... Discriminator Loss: 1.3122... Generator Loss: 0.7434
Epoch 6/8... Discriminator Loss: 1.1534... Generator Loss: 1.1790
Epoch 6/8... Discriminator Loss: 1.4367... Generator Loss: 0.5954
Epoch 6/8... Discriminator Loss: 1.1059... Generator Loss: 0.8728
Epoch 6/8... Discriminator Loss: 1.2653... Generator Loss: 0.7722
Epoch 6/8... Discriminator Loss: 1.4162... Generator Loss: 0.6518
Epoch 6/8... Discriminator Loss: 1.1245... Generator Loss: 1.2831
Epoch 6/8... Discriminator Loss: 1.2285... Generator Loss: 0.8748
Epoch 6/8... Discriminator Loss: 1.2585... Generator Loss: 0.7612
Epoch 6/8... Discriminator Loss: 1.2867... Generator Loss: 0.7534
Epoch 6/8... Discriminator Loss: 1.2766... Generator Loss: 0.7337
Epoch 6/8... Discriminator Loss: 1.0496... Generator Loss: 0.9704
Epoch 6/8... Discriminator Loss: 1.0528... Generator Loss: 0.9407
Epoch 6/8... Discriminator Loss: 1.2989... Generator Loss: 0.6287
Epoch 6/8... Discriminator Loss: 1.3501... Generator Loss: 0.6293
Epoch 6/8... Discriminator Loss: 1.3707... Generator Loss: 0.6494
Epoch 6/8... Discriminator Loss: 1.1433... Generator Loss: 0.9869
Epoch 6/8... Discriminator Loss: 1.3147... Generator Loss: 0.6398
Epoch 6/8... Discriminator Loss: 1.3448... Generator Loss: 0.6903
Epoch 6/8... Discriminator Loss: 1.1962... Generator Loss: 0.7909
Epoch 6/8... Discriminator Loss: 1.2949... Generator Loss: 0.6864
Epoch 6/8... Discriminator Loss: 1.1752... Generator Loss: 1.0046
Epoch 6/8... Discriminator Loss: 1.3674... Generator Loss: 0.6296
Epoch 6/8... Discriminator Loss: 1.1799... Generator Loss: 0.8484
Epoch 6/8... Discriminator Loss: 1.3376... Generator Loss: 0.9408
Epoch 6/8... Discriminator Loss: 1.0930... Generator Loss: 1.0007
Epoch 6/8... Discriminator Loss: 1.3966... Generator Loss: 0.6127
Epoch 6/8... Discriminator Loss: 1.3160... Generator Loss: 0.6384
Epoch 6/8... Discriminator Loss: 1.4419... Generator Loss: 0.5530
Epoch 6/8... Discriminator Loss: 1.1288... Generator Loss: 0.8280
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.6307
Epoch 6/8... Discriminator Loss: 1.1383... Generator Loss: 0.8988
Epoch 6/8... Discriminator Loss: 1.2057... Generator Loss: 0.6846
Epoch 6/8... Discriminator Loss: 1.4860... Generator Loss: 0.6872
Epoch 6/8... Discriminator Loss: 1.3154... Generator Loss: 0.7041
Epoch 6/8... Discriminator Loss: 1.1582... Generator Loss: 0.8428
Epoch 6/8... Discriminator Loss: 1.2501... Generator Loss: 0.7230
Epoch 6/8... Discriminator Loss: 1.2024... Generator Loss: 0.7747
Epoch 6/8... Discriminator Loss: 1.4777... Generator Loss: 0.5660
Epoch 6/8... Discriminator Loss: 1.2834... Generator Loss: 0.8866
Epoch 6/8... Discriminator Loss: 1.1198... Generator Loss: 1.2836
Epoch 6/8... Discriminator Loss: 1.2872... Generator Loss: 0.7194
Epoch 6/8... Discriminator Loss: 1.3141... Generator Loss: 0.7072
Epoch 6/8... Discriminator Loss: 1.1883... Generator Loss: 0.8712
Epoch 6/8... Discriminator Loss: 1.5635... Generator Loss: 0.5521
Epoch 6/8... Discriminator Loss: 1.2793... Generator Loss: 0.8114
Epoch 6/8... Discriminator Loss: 1.5374... Generator Loss: 0.4881
Epoch 6/8... Discriminator Loss: 1.4392... Generator Loss: 0.5459
Epoch 6/8... Discriminator Loss: 1.4508... Generator Loss: 0.5773
Epoch 6/8... Discriminator Loss: 1.3279... Generator Loss: 0.7114
Epoch 6/8... Discriminator Loss: 1.4286... Generator Loss: 0.5667
Epoch 6/8... Discriminator Loss: 1.2161... Generator Loss: 0.8576
Epoch 6/8... Discriminator Loss: 1.4919... Generator Loss: 0.6712
Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.6834
Epoch 6/8... Discriminator Loss: 1.2926... Generator Loss: 0.7432
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.6335
Epoch 6/8... Discriminator Loss: 1.3294... Generator Loss: 0.6061
Epoch 6/8... Discriminator Loss: 1.2510... Generator Loss: 0.7623
Epoch 6/8... Discriminator Loss: 1.2035... Generator Loss: 0.8349
Epoch 6/8... Discriminator Loss: 1.2464... Generator Loss: 0.6897
Epoch 6/8... Discriminator Loss: 1.1713... Generator Loss: 0.7855
Epoch 6/8... Discriminator Loss: 1.3672... Generator Loss: 0.6569
Epoch 6/8... Discriminator Loss: 1.3467... Generator Loss: 0.6006
Epoch 6/8... Discriminator Loss: 1.2517... Generator Loss: 0.7496
Epoch 6/8... Discriminator Loss: 1.2555... Generator Loss: 0.6851
Epoch 6/8... Discriminator Loss: 1.3075... Generator Loss: 0.7293
Epoch 6/8... Discriminator Loss: 1.2239... Generator Loss: 0.7543
Epoch 6/8... Discriminator Loss: 1.5096... Generator Loss: 0.5534
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.6125
Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7022
Epoch 6/8... Discriminator Loss: 1.2823... Generator Loss: 0.5858
Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.7175
Epoch 6/8... Discriminator Loss: 1.3340... Generator Loss: 0.6855
Epoch 6/8... Discriminator Loss: 1.2121... Generator Loss: 0.7342
Epoch 6/8... Discriminator Loss: 1.2980... Generator Loss: 0.6826
Epoch 6/8... Discriminator Loss: 1.2213... Generator Loss: 0.7316
Epoch 6/8... Discriminator Loss: 1.2544... Generator Loss: 0.7223
Epoch 6/8... Discriminator Loss: 1.1446... Generator Loss: 0.8515
Epoch 6/8... Discriminator Loss: 1.1196... Generator Loss: 0.9669
Epoch 6/8... Discriminator Loss: 1.0809... Generator Loss: 0.8912
Epoch 6/8... Discriminator Loss: 1.2797... Generator Loss: 0.7408
Epoch 6/8... Discriminator Loss: 1.1590... Generator Loss: 0.8517
Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.6238
Epoch 6/8... Discriminator Loss: 1.1066... Generator Loss: 1.1010
Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.6132
Epoch 7/8... Discriminator Loss: 1.2080... Generator Loss: 0.8321
Epoch 7/8... Discriminator Loss: 1.3159... Generator Loss: 0.7368
Epoch 7/8... Discriminator Loss: 1.1899... Generator Loss: 0.9178
Epoch 7/8... Discriminator Loss: 1.3070... Generator Loss: 0.5612
Epoch 7/8... Discriminator Loss: 1.2310... Generator Loss: 0.7483
Epoch 7/8... Discriminator Loss: 1.2889... Generator Loss: 0.6597
Epoch 7/8... Discriminator Loss: 1.2776... Generator Loss: 0.7798
Epoch 7/8... Discriminator Loss: 1.2320... Generator Loss: 0.7784
Epoch 7/8... Discriminator Loss: 1.4056... Generator Loss: 0.6410
Epoch 7/8... Discriminator Loss: 1.2417... Generator Loss: 0.8097
Epoch 7/8... Discriminator Loss: 1.1244... Generator Loss: 1.0092
Epoch 7/8... Discriminator Loss: 1.2550... Generator Loss: 0.7180
Epoch 7/8... Discriminator Loss: 1.1924... Generator Loss: 0.7947
Epoch 7/8... Discriminator Loss: 1.2821... Generator Loss: 0.7634
Epoch 7/8... Discriminator Loss: 1.3333... Generator Loss: 0.7055
Epoch 7/8... Discriminator Loss: 1.2523... Generator Loss: 0.7766
Epoch 7/8... Discriminator Loss: 1.2670... Generator Loss: 0.6353
Epoch 7/8... Discriminator Loss: 1.2584... Generator Loss: 0.8356
Epoch 7/8... Discriminator Loss: 1.4596... Generator Loss: 0.6442
Epoch 7/8... Discriminator Loss: 1.1603... Generator Loss: 0.8472
Epoch 7/8... Discriminator Loss: 1.2411... Generator Loss: 0.7100
Epoch 7/8... Discriminator Loss: 1.1081... Generator Loss: 0.8430
Epoch 7/8... Discriminator Loss: 1.3088... Generator Loss: 0.7104
Epoch 7/8... Discriminator Loss: 1.4679... Generator Loss: 0.6927
Epoch 7/8... Discriminator Loss: 1.2428... Generator Loss: 0.8623
Epoch 7/8... Discriminator Loss: 1.4332... Generator Loss: 0.5325
Epoch 7/8... Discriminator Loss: 1.3058... Generator Loss: 0.7542
Epoch 7/8... Discriminator Loss: 1.2546... Generator Loss: 0.7328
Epoch 7/8... Discriminator Loss: 1.5098... Generator Loss: 0.5250
Epoch 7/8... Discriminator Loss: 1.1987... Generator Loss: 0.9166
Epoch 7/8... Discriminator Loss: 1.3116... Generator Loss: 0.6592
Epoch 7/8... Discriminator Loss: 1.2982... Generator Loss: 0.7307
Epoch 7/8... Discriminator Loss: 1.4855... Generator Loss: 0.5370
Epoch 7/8... Discriminator Loss: 1.5428... Generator Loss: 0.4877
Epoch 7/8... Discriminator Loss: 1.2688... Generator Loss: 0.6770
Epoch 7/8... Discriminator Loss: 1.2173... Generator Loss: 0.8677
Epoch 7/8... Discriminator Loss: 1.1673... Generator Loss: 0.8221
Epoch 7/8... Discriminator Loss: 1.0128... Generator Loss: 1.1840
Epoch 7/8... Discriminator Loss: 1.2169... Generator Loss: 0.7762
Epoch 7/8... Discriminator Loss: 1.4028... Generator Loss: 0.5792
Epoch 7/8... Discriminator Loss: 1.4180... Generator Loss: 0.5972
Epoch 7/8... Discriminator Loss: 1.2135... Generator Loss: 0.8472
Epoch 7/8... Discriminator Loss: 1.3378... Generator Loss: 0.6377
Epoch 7/8... Discriminator Loss: 1.3399... Generator Loss: 0.7246
Epoch 7/8... Discriminator Loss: 1.4139... Generator Loss: 0.7043
Epoch 7/8... Discriminator Loss: 1.2052... Generator Loss: 0.9148
Epoch 7/8... Discriminator Loss: 1.1129... Generator Loss: 0.7848
Epoch 7/8... Discriminator Loss: 1.3104... Generator Loss: 0.6694
Epoch 7/8... Discriminator Loss: 1.1270... Generator Loss: 1.0154
Epoch 7/8... Discriminator Loss: 1.4051... Generator Loss: 0.5754
Epoch 7/8... Discriminator Loss: 1.4334... Generator Loss: 0.5871
Epoch 7/8... Discriminator Loss: 1.2736... Generator Loss: 0.7021
Epoch 7/8... Discriminator Loss: 1.2551... Generator Loss: 0.9225
Epoch 7/8... Discriminator Loss: 1.2876... Generator Loss: 0.8069
Epoch 7/8... Discriminator Loss: 1.2353... Generator Loss: 0.7220
Epoch 7/8... Discriminator Loss: 1.3449... Generator Loss: 0.6390
Epoch 7/8... Discriminator Loss: 1.1774... Generator Loss: 0.7341
Epoch 7/8... Discriminator Loss: 1.1084... Generator Loss: 0.8338
Epoch 7/8... Discriminator Loss: 1.3030... Generator Loss: 0.6905
Epoch 7/8... Discriminator Loss: 1.4137... Generator Loss: 0.5302
Epoch 7/8... Discriminator Loss: 1.4245... Generator Loss: 0.5714
Epoch 7/8... Discriminator Loss: 1.2716... Generator Loss: 0.7556
Epoch 7/8... Discriminator Loss: 1.4598... Generator Loss: 0.5327
Epoch 7/8... Discriminator Loss: 1.2565... Generator Loss: 0.5880
Epoch 7/8... Discriminator Loss: 1.2717... Generator Loss: 0.7887
Epoch 7/8... Discriminator Loss: 1.2976... Generator Loss: 0.6990
Epoch 7/8... Discriminator Loss: 1.2283... Generator Loss: 0.7517
Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.6801
Epoch 7/8... Discriminator Loss: 1.2159... Generator Loss: 0.7593
Epoch 7/8... Discriminator Loss: 1.2925... Generator Loss: 0.7128
Epoch 7/8... Discriminator Loss: 1.4627... Generator Loss: 0.6977
Epoch 7/8... Discriminator Loss: 1.4122... Generator Loss: 0.5862
Epoch 7/8... Discriminator Loss: 1.3139... Generator Loss: 0.6917
Epoch 7/8... Discriminator Loss: 1.4852... Generator Loss: 0.5388
Epoch 7/8... Discriminator Loss: 1.2166... Generator Loss: 0.8227
Epoch 7/8... Discriminator Loss: 1.3192... Generator Loss: 0.7147
Epoch 7/8... Discriminator Loss: 1.2991... Generator Loss: 0.6234
Epoch 7/8... Discriminator Loss: 1.3059... Generator Loss: 0.6345
Epoch 7/8... Discriminator Loss: 1.3514... Generator Loss: 0.6455
Epoch 7/8... Discriminator Loss: 1.2626... Generator Loss: 0.7587
Epoch 7/8... Discriminator Loss: 1.2325... Generator Loss: 0.6959
Epoch 7/8... Discriminator Loss: 1.2392... Generator Loss: 0.7838
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8113
Epoch 7/8... Discriminator Loss: 1.4345... Generator Loss: 0.5668
Epoch 7/8... Discriminator Loss: 1.4048... Generator Loss: 0.6293
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7630
Epoch 7/8... Discriminator Loss: 1.4591... Generator Loss: 0.5529
Epoch 7/8... Discriminator Loss: 1.1481... Generator Loss: 0.9583
Epoch 7/8... Discriminator Loss: 1.3349... Generator Loss: 0.6338
Epoch 7/8... Discriminator Loss: 1.1142... Generator Loss: 0.7700
Epoch 7/8... Discriminator Loss: 1.1571... Generator Loss: 0.8523
Epoch 7/8... Discriminator Loss: 1.1428... Generator Loss: 0.8452
Epoch 7/8... Discriminator Loss: 1.3000... Generator Loss: 0.8488
Epoch 7/8... Discriminator Loss: 1.3336... Generator Loss: 0.8276
Epoch 7/8... Discriminator Loss: 1.4554... Generator Loss: 0.7467
Epoch 7/8... Discriminator Loss: 1.1332... Generator Loss: 0.9400
Epoch 7/8... Discriminator Loss: 1.3589... Generator Loss: 0.5961
Epoch 7/8... Discriminator Loss: 1.3357... Generator Loss: 0.8309
Epoch 7/8... Discriminator Loss: 1.1095... Generator Loss: 0.9985
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.5991
Epoch 7/8... Discriminator Loss: 1.1438... Generator Loss: 0.7453
Epoch 7/8... Discriminator Loss: 1.1356... Generator Loss: 0.8099
Epoch 7/8... Discriminator Loss: 1.4079... Generator Loss: 0.7033
Epoch 7/8... Discriminator Loss: 1.3644... Generator Loss: 0.6547
Epoch 7/8... Discriminator Loss: 1.2682... Generator Loss: 0.7226
Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.6904
Epoch 7/8... Discriminator Loss: 1.2658... Generator Loss: 0.7349
Epoch 7/8... Discriminator Loss: 1.3484... Generator Loss: 0.6710
Epoch 7/8... Discriminator Loss: 1.2962... Generator Loss: 0.7312
Epoch 7/8... Discriminator Loss: 1.3870... Generator Loss: 0.6273
Epoch 7/8... Discriminator Loss: 1.3360... Generator Loss: 0.6610
Epoch 7/8... Discriminator Loss: 1.4431... Generator Loss: 0.8852
Epoch 7/8... Discriminator Loss: 1.0528... Generator Loss: 0.8741
Epoch 7/8... Discriminator Loss: 1.2374... Generator Loss: 0.7387
Epoch 7/8... Discriminator Loss: 1.3975... Generator Loss: 0.6122
Epoch 7/8... Discriminator Loss: 1.2851... Generator Loss: 0.8296
Epoch 7/8... Discriminator Loss: 1.1974... Generator Loss: 0.7164
Epoch 7/8... Discriminator Loss: 1.1543... Generator Loss: 0.9614
Epoch 7/8... Discriminator Loss: 1.1055... Generator Loss: 0.8593
Epoch 7/8... Discriminator Loss: 1.1807... Generator Loss: 0.9385
Epoch 7/8... Discriminator Loss: 1.1382... Generator Loss: 0.9017
Epoch 7/8... Discriminator Loss: 1.2668... Generator Loss: 0.6253
Epoch 7/8... Discriminator Loss: 1.2486... Generator Loss: 0.6658
Epoch 7/8... Discriminator Loss: 1.3177... Generator Loss: 0.6867
Epoch 7/8... Discriminator Loss: 1.2040... Generator Loss: 0.7714
Epoch 7/8... Discriminator Loss: 1.2684... Generator Loss: 0.6863
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.6404
Epoch 7/8... Discriminator Loss: 1.2574... Generator Loss: 0.7824
Epoch 7/8... Discriminator Loss: 1.3356... Generator Loss: 0.7102
Epoch 7/8... Discriminator Loss: 1.4500... Generator Loss: 0.6514
Epoch 7/8... Discriminator Loss: 1.3362... Generator Loss: 0.6314
Epoch 7/8... Discriminator Loss: 1.3426... Generator Loss: 0.8190
Epoch 7/8... Discriminator Loss: 1.2580... Generator Loss: 0.8523
Epoch 7/8... Discriminator Loss: 1.2637... Generator Loss: 0.7050
Epoch 7/8... Discriminator Loss: 1.3900... Generator Loss: 0.7046
Epoch 7/8... Discriminator Loss: 1.3118... Generator Loss: 0.6119
Epoch 7/8... Discriminator Loss: 1.2797... Generator Loss: 0.7961
Epoch 7/8... Discriminator Loss: 1.2673... Generator Loss: 0.6644
Epoch 7/8... Discriminator Loss: 1.3206... Generator Loss: 0.6193
Epoch 7/8... Discriminator Loss: 1.2247... Generator Loss: 0.7742
Epoch 7/8... Discriminator Loss: 1.2907... Generator Loss: 0.9769
Epoch 7/8... Discriminator Loss: 1.3176... Generator Loss: 0.6776
Epoch 7/8... Discriminator Loss: 1.0119... Generator Loss: 1.0244
Epoch 7/8... Discriminator Loss: 1.3178... Generator Loss: 0.7639
Epoch 7/8... Discriminator Loss: 1.1542... Generator Loss: 0.7214
Epoch 7/8... Discriminator Loss: 1.2581... Generator Loss: 0.6301
Epoch 7/8... Discriminator Loss: 1.4421... Generator Loss: 0.5852
Epoch 7/8... Discriminator Loss: 1.4288... Generator Loss: 0.6223
Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8264
Epoch 7/8... Discriminator Loss: 1.3102... Generator Loss: 0.8882
Epoch 7/8... Discriminator Loss: 1.2874... Generator Loss: 0.7569
Epoch 7/8... Discriminator Loss: 1.4079... Generator Loss: 0.5888
Epoch 7/8... Discriminator Loss: 1.2841... Generator Loss: 0.6590
Epoch 7/8... Discriminator Loss: 1.1633... Generator Loss: 0.8349
Epoch 7/8... Discriminator Loss: 1.3026... Generator Loss: 0.9010
Epoch 7/8... Discriminator Loss: 1.3369... Generator Loss: 0.7593
Epoch 7/8... Discriminator Loss: 1.3060... Generator Loss: 0.6737
Epoch 7/8... Discriminator Loss: 1.3261... Generator Loss: 0.6504
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.6302
Epoch 7/8... Discriminator Loss: 1.2710... Generator Loss: 0.6634
Epoch 7/8... Discriminator Loss: 1.4112... Generator Loss: 0.6412
Epoch 7/8... Discriminator Loss: 1.1675... Generator Loss: 0.8130
Epoch 7/8... Discriminator Loss: 1.2575... Generator Loss: 0.7503
Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.6455
Epoch 7/8... Discriminator Loss: 1.3119... Generator Loss: 0.6428
Epoch 7/8... Discriminator Loss: 1.3134... Generator Loss: 0.6996
Epoch 7/8... Discriminator Loss: 1.1477... Generator Loss: 0.7726
Epoch 7/8... Discriminator Loss: 1.3220... Generator Loss: 0.6126
Epoch 7/8... Discriminator Loss: 1.1617... Generator Loss: 0.9092
Epoch 7/8... Discriminator Loss: 1.3306... Generator Loss: 0.7781
Epoch 7/8... Discriminator Loss: 1.3300... Generator Loss: 0.6706
Epoch 7/8... Discriminator Loss: 1.3318... Generator Loss: 0.6346
Epoch 7/8... Discriminator Loss: 1.0793... Generator Loss: 0.8707
Epoch 7/8... Discriminator Loss: 1.3393... Generator Loss: 0.7454
Epoch 7/8... Discriminator Loss: 1.0824... Generator Loss: 0.9375
Epoch 7/8... Discriminator Loss: 1.4384... Generator Loss: 0.6251
Epoch 7/8... Discriminator Loss: 1.2796... Generator Loss: 0.7367
Epoch 7/8... Discriminator Loss: 1.3037... Generator Loss: 0.7624
Epoch 7/8... Discriminator Loss: 1.3226... Generator Loss: 0.6952
Epoch 7/8... Discriminator Loss: 1.1321... Generator Loss: 0.9176
Epoch 7/8... Discriminator Loss: 1.3242... Generator Loss: 0.7405
Epoch 7/8... Discriminator Loss: 1.5319... Generator Loss: 0.6183
Epoch 7/8... Discriminator Loss: 1.5186... Generator Loss: 0.4883
Epoch 7/8... Discriminator Loss: 1.3988... Generator Loss: 0.6384
Epoch 7/8... Discriminator Loss: 1.3655... Generator Loss: 0.7885
Epoch 7/8... Discriminator Loss: 1.6235... Generator Loss: 0.5034
Epoch 7/8... Discriminator Loss: 1.4295... Generator Loss: 0.5751
Epoch 7/8... Discriminator Loss: 1.2766... Generator Loss: 0.8122
Epoch 7/8... Discriminator Loss: 1.3689... Generator Loss: 0.6617
Epoch 7/8... Discriminator Loss: 1.2676... Generator Loss: 0.5998
Epoch 7/8... Discriminator Loss: 1.3455... Generator Loss: 0.7263
Epoch 7/8... Discriminator Loss: 1.1563... Generator Loss: 0.7840
Epoch 7/8... Discriminator Loss: 1.3353... Generator Loss: 0.6794
Epoch 7/8... Discriminator Loss: 1.4843... Generator Loss: 0.6114
Epoch 7/8... Discriminator Loss: 1.2494... Generator Loss: 0.6675
Epoch 7/8... Discriminator Loss: 1.4730... Generator Loss: 0.5314
Epoch 7/8... Discriminator Loss: 1.3892... Generator Loss: 0.7179
Epoch 7/8... Discriminator Loss: 1.3028... Generator Loss: 0.6585
Epoch 7/8... Discriminator Loss: 1.3184... Generator Loss: 0.6533
Epoch 7/8... Discriminator Loss: 1.2980... Generator Loss: 0.7092
Epoch 7/8... Discriminator Loss: 1.2263... Generator Loss: 0.9904
Epoch 7/8... Discriminator Loss: 1.3586... Generator Loss: 0.6507
Epoch 7/8... Discriminator Loss: 1.5037... Generator Loss: 0.5332
Epoch 7/8... Discriminator Loss: 1.2122... Generator Loss: 0.8206
Epoch 7/8... Discriminator Loss: 1.2909... Generator Loss: 0.7016
Epoch 7/8... Discriminator Loss: 1.3528... Generator Loss: 0.6827
Epoch 7/8... Discriminator Loss: 1.1702... Generator Loss: 0.9398
Epoch 7/8... Discriminator Loss: 1.3532... Generator Loss: 0.7459
Epoch 7/8... Discriminator Loss: 1.1780... Generator Loss: 0.7918
Epoch 7/8... Discriminator Loss: 1.3285... Generator Loss: 0.7215
Epoch 7/8... Discriminator Loss: 1.0444... Generator Loss: 1.0185
Epoch 7/8... Discriminator Loss: 1.2762... Generator Loss: 0.7445
Epoch 7/8... Discriminator Loss: 1.1422... Generator Loss: 0.8819
Epoch 7/8... Discriminator Loss: 1.4376... Generator Loss: 0.5253
Epoch 7/8... Discriminator Loss: 1.3404... Generator Loss: 0.7088
Epoch 7/8... Discriminator Loss: 1.3197... Generator Loss: 0.7018
Epoch 7/8... Discriminator Loss: 1.2519... Generator Loss: 0.8137
Epoch 7/8... Discriminator Loss: 1.3134... Generator Loss: 0.6154
Epoch 7/8... Discriminator Loss: 1.3183... Generator Loss: 0.7276
Epoch 7/8... Discriminator Loss: 1.3042... Generator Loss: 0.6694
Epoch 7/8... Discriminator Loss: 1.3668... Generator Loss: 0.6353
Epoch 7/8... Discriminator Loss: 1.2815... Generator Loss: 0.6999
Epoch 7/8... Discriminator Loss: 1.0231... Generator Loss: 1.0817
Epoch 7/8... Discriminator Loss: 1.3181... Generator Loss: 0.6476
Epoch 7/8... Discriminator Loss: 1.1232... Generator Loss: 0.8436
Epoch 7/8... Discriminator Loss: 1.1527... Generator Loss: 0.8762
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7205
Epoch 7/8... Discriminator Loss: 1.3070... Generator Loss: 0.8493
Epoch 7/8... Discriminator Loss: 1.4360... Generator Loss: 1.1926
Epoch 7/8... Discriminator Loss: 1.2148... Generator Loss: 0.7837
Epoch 7/8... Discriminator Loss: 1.4015... Generator Loss: 0.6609
Epoch 7/8... Discriminator Loss: 1.2703... Generator Loss: 0.8298
Epoch 7/8... Discriminator Loss: 1.3156... Generator Loss: 0.7423
Epoch 7/8... Discriminator Loss: 1.1054... Generator Loss: 0.7652
Epoch 7/8... Discriminator Loss: 1.3393... Generator Loss: 0.7498
Epoch 7/8... Discriminator Loss: 1.3127... Generator Loss: 0.6209
Epoch 7/8... Discriminator Loss: 1.2961... Generator Loss: 0.7375
Epoch 7/8... Discriminator Loss: 1.2200... Generator Loss: 0.8133
Epoch 7/8... Discriminator Loss: 1.3999... Generator Loss: 0.7696
Epoch 7/8... Discriminator Loss: 1.0497... Generator Loss: 1.0587
Epoch 7/8... Discriminator Loss: 1.2281... Generator Loss: 0.9339
Epoch 7/8... Discriminator Loss: 1.4812... Generator Loss: 0.7886
Epoch 7/8... Discriminator Loss: 1.0404... Generator Loss: 0.9454
Epoch 7/8... Discriminator Loss: 1.3447... Generator Loss: 0.7054
Epoch 7/8... Discriminator Loss: 1.2864... Generator Loss: 0.6567
Epoch 7/8... Discriminator Loss: 0.9740... Generator Loss: 0.9922
Epoch 7/8... Discriminator Loss: 1.3188... Generator Loss: 0.6126
Epoch 7/8... Discriminator Loss: 1.3209... Generator Loss: 0.6471
Epoch 7/8... Discriminator Loss: 1.1130... Generator Loss: 0.9747
Epoch 7/8... Discriminator Loss: 1.3961... Generator Loss: 0.6089
Epoch 7/8... Discriminator Loss: 1.2408... Generator Loss: 0.8571
Epoch 7/8... Discriminator Loss: 1.3233... Generator Loss: 0.7820
Epoch 7/8... Discriminator Loss: 1.4012... Generator Loss: 0.8512
Epoch 7/8... Discriminator Loss: 1.1363... Generator Loss: 0.8319
Epoch 7/8... Discriminator Loss: 1.1817... Generator Loss: 0.7461
Epoch 7/8... Discriminator Loss: 1.3267... Generator Loss: 0.8039
Epoch 7/8... Discriminator Loss: 1.3988... Generator Loss: 0.6520
Epoch 7/8... Discriminator Loss: 1.3080... Generator Loss: 0.5843
Epoch 7/8... Discriminator Loss: 1.4819... Generator Loss: 0.5993
Epoch 7/8... Discriminator Loss: 1.3304... Generator Loss: 0.6567
Epoch 7/8... Discriminator Loss: 1.3326... Generator Loss: 0.7472
Epoch 7/8... Discriminator Loss: 1.4020... Generator Loss: 0.6565
Epoch 7/8... Discriminator Loss: 1.4153... Generator Loss: 0.6983
Epoch 7/8... Discriminator Loss: 1.2676... Generator Loss: 0.7242
Epoch 7/8... Discriminator Loss: 1.0320... Generator Loss: 1.0432
Epoch 7/8... Discriminator Loss: 1.2139... Generator Loss: 0.7626
Epoch 7/8... Discriminator Loss: 1.3003... Generator Loss: 0.5837
Epoch 7/8... Discriminator Loss: 1.2862... Generator Loss: 0.6453
Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.7232
Epoch 7/8... Discriminator Loss: 1.2604... Generator Loss: 0.7281
Epoch 7/8... Discriminator Loss: 1.4656... Generator Loss: 0.7374
Epoch 7/8... Discriminator Loss: 1.2227... Generator Loss: 0.9112
Epoch 7/8... Discriminator Loss: 0.9910... Generator Loss: 0.8837
Epoch 7/8... Discriminator Loss: 1.0926... Generator Loss: 1.0054
Epoch 7/8... Discriminator Loss: 1.4048... Generator Loss: 0.6308
Epoch 7/8... Discriminator Loss: 1.2343... Generator Loss: 0.8965
Epoch 7/8... Discriminator Loss: 1.3501... Generator Loss: 0.6564
Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.5459
Epoch 7/8... Discriminator Loss: 1.2531... Generator Loss: 0.8114
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.5094
Epoch 7/8... Discriminator Loss: 1.1599... Generator Loss: 0.8647
Epoch 7/8... Discriminator Loss: 1.4496... Generator Loss: 0.6199
Epoch 7/8... Discriminator Loss: 1.2537... Generator Loss: 0.7677
Epoch 7/8... Discriminator Loss: 1.4615... Generator Loss: 0.6655
Epoch 7/8... Discriminator Loss: 1.5309... Generator Loss: 0.5639
Epoch 7/8... Discriminator Loss: 1.3137... Generator Loss: 0.6542
Epoch 7/8... Discriminator Loss: 1.1827... Generator Loss: 0.7999
Epoch 7/8... Discriminator Loss: 1.3579... Generator Loss: 0.6484
Epoch 7/8... Discriminator Loss: 1.4596... Generator Loss: 0.6055
Epoch 7/8... Discriminator Loss: 1.3107... Generator Loss: 0.7839
Epoch 7/8... Discriminator Loss: 1.1435... Generator Loss: 0.7679
Epoch 7/8... Discriminator Loss: 1.3903... Generator Loss: 0.6904
Epoch 7/8... Discriminator Loss: 1.2188... Generator Loss: 0.8494
Epoch 7/8... Discriminator Loss: 1.4242... Generator Loss: 0.6889
Epoch 7/8... Discriminator Loss: 1.3129... Generator Loss: 0.5979
Epoch 7/8... Discriminator Loss: 1.2336... Generator Loss: 0.8095
Epoch 7/8... Discriminator Loss: 1.2110... Generator Loss: 0.9355
Epoch 7/8... Discriminator Loss: 1.2766... Generator Loss: 0.6761
Epoch 7/8... Discriminator Loss: 1.3076... Generator Loss: 0.6296
Epoch 7/8... Discriminator Loss: 1.1659... Generator Loss: 0.8643
Epoch 7/8... Discriminator Loss: 1.4706... Generator Loss: 0.5615
Epoch 7/8... Discriminator Loss: 1.3650... Generator Loss: 0.6761
Epoch 7/8... Discriminator Loss: 1.1912... Generator Loss: 0.7488
Epoch 7/8... Discriminator Loss: 1.0634... Generator Loss: 0.8766
Epoch 7/8... Discriminator Loss: 1.2634... Generator Loss: 0.6156
Epoch 7/8... Discriminator Loss: 1.4214... Generator Loss: 0.6195
Epoch 7/8... Discriminator Loss: 1.1328... Generator Loss: 0.7467
Epoch 7/8... Discriminator Loss: 1.3839... Generator Loss: 0.6175
Epoch 7/8... Discriminator Loss: 1.3118... Generator Loss: 0.6739
Epoch 7/8... Discriminator Loss: 1.4204... Generator Loss: 0.6663
Epoch 7/8... Discriminator Loss: 1.4447... Generator Loss: 0.5883
Epoch 7/8... Discriminator Loss: 1.4476... Generator Loss: 0.6042
Epoch 7/8... Discriminator Loss: 1.2323... Generator Loss: 0.7108
Epoch 7/8... Discriminator Loss: 1.2786... Generator Loss: 0.6698
Epoch 7/8... Discriminator Loss: 1.2030... Generator Loss: 0.7722
Epoch 7/8... Discriminator Loss: 1.3154... Generator Loss: 0.6038
Epoch 7/8... Discriminator Loss: 1.2600... Generator Loss: 0.7144
Epoch 7/8... Discriminator Loss: 1.1432... Generator Loss: 0.8053
Epoch 7/8... Discriminator Loss: 1.2457... Generator Loss: 0.7759
Epoch 7/8... Discriminator Loss: 1.2347... Generator Loss: 0.8126
Epoch 7/8... Discriminator Loss: 1.3984... Generator Loss: 0.6583
Epoch 7/8... Discriminator Loss: 1.2944... Generator Loss: 0.7391
Epoch 7/8... Discriminator Loss: 1.3643... Generator Loss: 0.7242
Epoch 7/8... Discriminator Loss: 1.3635... Generator Loss: 0.7651
Epoch 7/8... Discriminator Loss: 1.2155... Generator Loss: 0.8461
Epoch 7/8... Discriminator Loss: 1.3099... Generator Loss: 0.6453
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.6871
Epoch 7/8... Discriminator Loss: 1.2839... Generator Loss: 0.7803
Epoch 7/8... Discriminator Loss: 1.3165... Generator Loss: 0.9066
Epoch 7/8... Discriminator Loss: 1.3732... Generator Loss: 0.6755
Epoch 7/8... Discriminator Loss: 1.2271... Generator Loss: 0.7566
Epoch 7/8... Discriminator Loss: 1.3094... Generator Loss: 0.6176
Epoch 7/8... Discriminator Loss: 1.2409... Generator Loss: 0.7825
Epoch 7/8... Discriminator Loss: 1.3642... Generator Loss: 0.7044
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7081
Epoch 7/8... Discriminator Loss: 1.2574... Generator Loss: 0.7477
Epoch 7/8... Discriminator Loss: 1.0660... Generator Loss: 1.0930
Epoch 7/8... Discriminator Loss: 1.4968... Generator Loss: 0.6366
Epoch 7/8... Discriminator Loss: 1.3147... Generator Loss: 0.6282
Epoch 7/8... Discriminator Loss: 1.3967... Generator Loss: 0.5234
Epoch 7/8... Discriminator Loss: 1.5279... Generator Loss: 0.4711
Epoch 7/8... Discriminator Loss: 1.4832... Generator Loss: 0.5081
Epoch 7/8... Discriminator Loss: 1.2368... Generator Loss: 0.7636
Epoch 7/8... Discriminator Loss: 1.2566... Generator Loss: 0.6956
Epoch 7/8... Discriminator Loss: 1.4483... Generator Loss: 0.5590
Epoch 7/8... Discriminator Loss: 1.2640... Generator Loss: 0.7666
Epoch 7/8... Discriminator Loss: 1.1896... Generator Loss: 0.8731
Epoch 7/8... Discriminator Loss: 1.2835... Generator Loss: 0.6775
Epoch 7/8... Discriminator Loss: 1.4074... Generator Loss: 0.6883
Epoch 7/8... Discriminator Loss: 1.8059... Generator Loss: 0.7777
Epoch 7/8... Discriminator Loss: 1.3187... Generator Loss: 0.6869
Epoch 7/8... Discriminator Loss: 1.1085... Generator Loss: 1.0227
Epoch 7/8... Discriminator Loss: 1.3305... Generator Loss: 0.6843
Epoch 7/8... Discriminator Loss: 1.3154... Generator Loss: 0.7707
Epoch 7/8... Discriminator Loss: 1.4439... Generator Loss: 0.7411
Epoch 7/8... Discriminator Loss: 1.0885... Generator Loss: 1.5080
Epoch 7/8... Discriminator Loss: 1.2061... Generator Loss: 0.7231
Epoch 7/8... Discriminator Loss: 1.3630... Generator Loss: 0.5668
Epoch 7/8... Discriminator Loss: 1.2301... Generator Loss: 0.7924
Epoch 7/8... Discriminator Loss: 1.3598... Generator Loss: 0.6299
Epoch 7/8... Discriminator Loss: 1.3343... Generator Loss: 0.6960
Epoch 7/8... Discriminator Loss: 1.3678... Generator Loss: 0.6776
Epoch 7/8... Discriminator Loss: 1.2039... Generator Loss: 0.8250
Epoch 7/8... Discriminator Loss: 1.3006... Generator Loss: 0.7265
Epoch 7/8... Discriminator Loss: 1.2060... Generator Loss: 0.7470
Epoch 7/8... Discriminator Loss: 1.2242... Generator Loss: 0.8530
Epoch 7/8... Discriminator Loss: 1.3397... Generator Loss: 0.6834
Epoch 7/8... Discriminator Loss: 1.4186... Generator Loss: 0.7005
Epoch 7/8... Discriminator Loss: 1.2782... Generator Loss: 0.7159
Epoch 7/8... Discriminator Loss: 1.3510... Generator Loss: 0.5990
Epoch 7/8... Discriminator Loss: 1.3921... Generator Loss: 0.6668
Epoch 7/8... Discriminator Loss: 1.1406... Generator Loss: 0.9188
Epoch 7/8... Discriminator Loss: 1.2122... Generator Loss: 0.7499
Epoch 7/8... Discriminator Loss: 1.3217... Generator Loss: 0.6940
Epoch 7/8... Discriminator Loss: 1.3003... Generator Loss: 0.8510
Epoch 7/8... Discriminator Loss: 1.1978... Generator Loss: 0.7123
Epoch 7/8... Discriminator Loss: 1.3496... Generator Loss: 0.6761
Epoch 7/8... Discriminator Loss: 1.4389... Generator Loss: 0.6345
Epoch 7/8... Discriminator Loss: 1.2746... Generator Loss: 0.7239
Epoch 7/8... Discriminator Loss: 1.2616... Generator Loss: 0.7458
Epoch 7/8... Discriminator Loss: 1.0650... Generator Loss: 0.9152
Epoch 7/8... Discriminator Loss: 1.4335... Generator Loss: 0.6255
Epoch 7/8... Discriminator Loss: 1.1062... Generator Loss: 1.0113
Epoch 7/8... Discriminator Loss: 1.3310... Generator Loss: 0.7298
Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.7736
Epoch 7/8... Discriminator Loss: 1.3009... Generator Loss: 0.6725
Epoch 7/8... Discriminator Loss: 1.4436... Generator Loss: 0.6860
Epoch 7/8... Discriminator Loss: 1.4128... Generator Loss: 0.6333
Epoch 7/8... Discriminator Loss: 1.2313... Generator Loss: 0.8438
Epoch 7/8... Discriminator Loss: 1.3480... Generator Loss: 0.7262
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7061
Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.6505
Epoch 7/8... Discriminator Loss: 1.4576... Generator Loss: 0.4947
Epoch 7/8... Discriminator Loss: 1.3161... Generator Loss: 0.7116
Epoch 7/8... Discriminator Loss: 1.3180... Generator Loss: 0.6956
Epoch 7/8... Discriminator Loss: 1.3138... Generator Loss: 0.7230
Epoch 7/8... Discriminator Loss: 1.3874... Generator Loss: 0.5276
Epoch 7/8... Discriminator Loss: 1.3487... Generator Loss: 0.5706
Epoch 7/8... Discriminator Loss: 1.4419... Generator Loss: 0.5529
Epoch 7/8... Discriminator Loss: 1.2101... Generator Loss: 0.7781
Epoch 7/8... Discriminator Loss: 1.3299... Generator Loss: 0.6542
Epoch 7/8... Discriminator Loss: 1.1489... Generator Loss: 0.8730
Epoch 7/8... Discriminator Loss: 1.4229... Generator Loss: 0.5416
Epoch 7/8... Discriminator Loss: 1.4785... Generator Loss: 0.6424
Epoch 7/8... Discriminator Loss: 1.3072... Generator Loss: 0.6580
Epoch 7/8... Discriminator Loss: 1.3915... Generator Loss: 0.6794
Epoch 7/8... Discriminator Loss: 1.1590... Generator Loss: 0.9108
Epoch 7/8... Discriminator Loss: 1.3452... Generator Loss: 0.6482
Epoch 7/8... Discriminator Loss: 1.2737... Generator Loss: 0.7892
Epoch 7/8... Discriminator Loss: 1.3257... Generator Loss: 0.7646
Epoch 7/8... Discriminator Loss: 1.2359... Generator Loss: 0.8435
Epoch 7/8... Discriminator Loss: 1.4321... Generator Loss: 0.6524
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6788
Epoch 7/8... Discriminator Loss: 1.3512... Generator Loss: 0.6277
Epoch 7/8... Discriminator Loss: 1.3503... Generator Loss: 0.6595
Epoch 7/8... Discriminator Loss: 1.3262... Generator Loss: 0.6290
Epoch 7/8... Discriminator Loss: 1.1997... Generator Loss: 0.7626
Epoch 7/8... Discriminator Loss: 1.2255... Generator Loss: 0.7157
Epoch 7/8... Discriminator Loss: 1.3319... Generator Loss: 0.8978
Epoch 7/8... Discriminator Loss: 1.4481... Generator Loss: 0.5365
Epoch 7/8... Discriminator Loss: 1.2039... Generator Loss: 0.6725
Epoch 7/8... Discriminator Loss: 1.1768... Generator Loss: 0.7748
Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.6511
Epoch 7/8... Discriminator Loss: 1.4628... Generator Loss: 0.6442
Epoch 7/8... Discriminator Loss: 1.2671... Generator Loss: 0.6948
Epoch 7/8... Discriminator Loss: 1.3416... Generator Loss: 0.6654
Epoch 7/8... Discriminator Loss: 1.3671... Generator Loss: 0.5726
Epoch 7/8... Discriminator Loss: 1.3720... Generator Loss: 0.5912
Epoch 7/8... Discriminator Loss: 1.3455... Generator Loss: 0.6285
Epoch 7/8... Discriminator Loss: 1.4794... Generator Loss: 0.6184
Epoch 7/8... Discriminator Loss: 1.3370... Generator Loss: 0.8095
Epoch 7/8... Discriminator Loss: 1.2570... Generator Loss: 0.7278
Epoch 7/8... Discriminator Loss: 1.2691... Generator Loss: 0.7358
Epoch 7/8... Discriminator Loss: 1.0904... Generator Loss: 0.8861
Epoch 7/8... Discriminator Loss: 1.2876... Generator Loss: 0.7135
Epoch 7/8... Discriminator Loss: 1.2951... Generator Loss: 0.8338
Epoch 7/8... Discriminator Loss: 1.3550... Generator Loss: 0.6659
Epoch 7/8... Discriminator Loss: 1.3897... Generator Loss: 0.6385
Epoch 7/8... Discriminator Loss: 1.2756... Generator Loss: 0.7341
Epoch 7/8... Discriminator Loss: 1.2206... Generator Loss: 0.7067
Epoch 7/8... Discriminator Loss: 1.2125... Generator Loss: 0.6913
Epoch 7/8... Discriminator Loss: 1.3181... Generator Loss: 0.7457
Epoch 7/8... Discriminator Loss: 1.4442... Generator Loss: 0.6065
Epoch 7/8... Discriminator Loss: 1.2664... Generator Loss: 0.7838
Epoch 7/8... Discriminator Loss: 1.1693... Generator Loss: 0.8778
Epoch 7/8... Discriminator Loss: 1.0181... Generator Loss: 1.3985
Epoch 7/8... Discriminator Loss: 1.3323... Generator Loss: 0.6432
Epoch 7/8... Discriminator Loss: 1.3536... Generator Loss: 0.6673
Epoch 7/8... Discriminator Loss: 1.2129... Generator Loss: 0.7625
Epoch 7/8... Discriminator Loss: 1.2048... Generator Loss: 0.7921
Epoch 7/8... Discriminator Loss: 1.3039... Generator Loss: 0.7162
Epoch 7/8... Discriminator Loss: 1.5246... Generator Loss: 0.5031
Epoch 7/8... Discriminator Loss: 1.2820... Generator Loss: 0.6182
Epoch 7/8... Discriminator Loss: 1.3054... Generator Loss: 0.7246
Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.6359
Epoch 7/8... Discriminator Loss: 1.3053... Generator Loss: 0.6152
Epoch 7/8... Discriminator Loss: 1.0531... Generator Loss: 0.9278
Epoch 7/8... Discriminator Loss: 1.5207... Generator Loss: 0.5903
Epoch 7/8... Discriminator Loss: 1.1697... Generator Loss: 0.8610
Epoch 7/8... Discriminator Loss: 1.4397... Generator Loss: 0.5994
Epoch 7/8... Discriminator Loss: 1.3149... Generator Loss: 0.6912
Epoch 7/8... Discriminator Loss: 0.9392... Generator Loss: 1.1815
Epoch 7/8... Discriminator Loss: 1.4512... Generator Loss: 0.6283
Epoch 7/8... Discriminator Loss: 1.3306... Generator Loss: 0.7256
Epoch 7/8... Discriminator Loss: 1.2543... Generator Loss: 0.8493
Epoch 7/8... Discriminator Loss: 1.2027... Generator Loss: 0.8243
Epoch 7/8... Discriminator Loss: 1.3267... Generator Loss: 0.5828
Epoch 7/8... Discriminator Loss: 1.5872... Generator Loss: 0.4993
Epoch 7/8... Discriminator Loss: 1.1878... Generator Loss: 0.8635
Epoch 7/8... Discriminator Loss: 1.3414... Generator Loss: 0.6856
Epoch 7/8... Discriminator Loss: 1.4072... Generator Loss: 0.6920
Epoch 7/8... Discriminator Loss: 1.2822... Generator Loss: 0.8672
Epoch 7/8... Discriminator Loss: 1.3452... Generator Loss: 0.6791
Epoch 7/8... Discriminator Loss: 1.3409... Generator Loss: 0.7762
Epoch 7/8... Discriminator Loss: 1.2081... Generator Loss: 0.6179
Epoch 7/8... Discriminator Loss: 1.3382... Generator Loss: 0.7001
Epoch 7/8... Discriminator Loss: 1.4066... Generator Loss: 0.6634
Epoch 7/8... Discriminator Loss: 1.3197... Generator Loss: 0.7197
Epoch 7/8... Discriminator Loss: 1.0790... Generator Loss: 0.9747
Epoch 7/8... Discriminator Loss: 1.3395... Generator Loss: 0.6905
Epoch 7/8... Discriminator Loss: 1.3266... Generator Loss: 0.7256
Epoch 7/8... Discriminator Loss: 1.2845... Generator Loss: 0.7834
Epoch 7/8... Discriminator Loss: 1.2046... Generator Loss: 0.7819
Epoch 7/8... Discriminator Loss: 1.3512... Generator Loss: 0.6162
Epoch 7/8... Discriminator Loss: 1.2057... Generator Loss: 0.8153
Epoch 7/8... Discriminator Loss: 1.2675... Generator Loss: 0.8545
Epoch 7/8... Discriminator Loss: 1.2727... Generator Loss: 0.7461
Epoch 7/8... Discriminator Loss: 1.4716... Generator Loss: 0.6553
Epoch 7/8... Discriminator Loss: 1.3649... Generator Loss: 0.6326
Epoch 7/8... Discriminator Loss: 1.4378... Generator Loss: 0.9025
Epoch 7/8... Discriminator Loss: 1.2351... Generator Loss: 0.6914
Epoch 7/8... Discriminator Loss: 1.1978... Generator Loss: 0.8621
Epoch 7/8... Discriminator Loss: 1.3063... Generator Loss: 0.7820
Epoch 7/8... Discriminator Loss: 1.2999... Generator Loss: 0.6776
Epoch 7/8... Discriminator Loss: 1.2151... Generator Loss: 0.7008
Epoch 7/8... Discriminator Loss: 1.3625... Generator Loss: 0.6235
Epoch 7/8... Discriminator Loss: 1.2738... Generator Loss: 0.6790
Epoch 7/8... Discriminator Loss: 1.2599... Generator Loss: 0.6882
Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.6800
Epoch 7/8... Discriminator Loss: 1.2858... Generator Loss: 0.7316
Epoch 7/8... Discriminator Loss: 1.1598... Generator Loss: 0.9570
Epoch 7/8... Discriminator Loss: 1.2800... Generator Loss: 0.7903
Epoch 7/8... Discriminator Loss: 1.3053... Generator Loss: 0.7265
Epoch 7/8... Discriminator Loss: 1.2890... Generator Loss: 0.6647
Epoch 7/8... Discriminator Loss: 1.4060... Generator Loss: 0.6513
Epoch 7/8... Discriminator Loss: 1.1520... Generator Loss: 0.8878
Epoch 7/8... Discriminator Loss: 1.3904... Generator Loss: 0.5728
Epoch 7/8... Discriminator Loss: 1.1931... Generator Loss: 0.7102
Epoch 7/8... Discriminator Loss: 1.2563... Generator Loss: 0.7876
Epoch 7/8... Discriminator Loss: 1.3381... Generator Loss: 0.6558
Epoch 7/8... Discriminator Loss: 1.2593... Generator Loss: 0.7051
Epoch 7/8... Discriminator Loss: 1.1647... Generator Loss: 0.8946
Epoch 7/8... Discriminator Loss: 1.0344... Generator Loss: 0.8300
Epoch 7/8... Discriminator Loss: 1.2006... Generator Loss: 0.7536
Epoch 7/8... Discriminator Loss: 1.4810... Generator Loss: 0.4756
Epoch 7/8... Discriminator Loss: 1.3207... Generator Loss: 0.5551
Epoch 7/8... Discriminator Loss: 1.2054... Generator Loss: 0.8297
Epoch 7/8... Discriminator Loss: 1.1052... Generator Loss: 0.8998
Epoch 7/8... Discriminator Loss: 1.2313... Generator Loss: 0.7455
Epoch 7/8... Discriminator Loss: 1.2194... Generator Loss: 0.7295
Epoch 7/8... Discriminator Loss: 1.2383... Generator Loss: 0.6983
Epoch 7/8... Discriminator Loss: 1.2604... Generator Loss: 0.7218
Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.6129
Epoch 7/8... Discriminator Loss: 1.1788... Generator Loss: 0.8525
Epoch 7/8... Discriminator Loss: 1.2627... Generator Loss: 0.7693
Epoch 7/8... Discriminator Loss: 1.4006... Generator Loss: 0.7361
Epoch 7/8... Discriminator Loss: 1.2077... Generator Loss: 0.8288
Epoch 7/8... Discriminator Loss: 1.2759... Generator Loss: 0.6553
Epoch 7/8... Discriminator Loss: 1.1830... Generator Loss: 0.8383
Epoch 7/8... Discriminator Loss: 1.2079... Generator Loss: 0.7246
Epoch 7/8... Discriminator Loss: 1.3951... Generator Loss: 0.6113
Epoch 7/8... Discriminator Loss: 1.2042... Generator Loss: 0.7002
Epoch 7/8... Discriminator Loss: 1.2161... Generator Loss: 0.7495
Epoch 7/8... Discriminator Loss: 1.2798... Generator Loss: 0.7732
Epoch 7/8... Discriminator Loss: 1.2656... Generator Loss: 0.7436
Epoch 7/8... Discriminator Loss: 1.3278... Generator Loss: 0.8184
Epoch 7/8... Discriminator Loss: 1.4628... Generator Loss: 0.6647
Epoch 7/8... Discriminator Loss: 1.3435... Generator Loss: 0.6690
Epoch 7/8... Discriminator Loss: 1.2536... Generator Loss: 0.6926
Epoch 7/8... Discriminator Loss: 1.4198... Generator Loss: 0.7058
Epoch 7/8... Discriminator Loss: 1.4145... Generator Loss: 0.5523
Epoch 7/8... Discriminator Loss: 1.4163... Generator Loss: 0.6268
Epoch 7/8... Discriminator Loss: 1.2456... Generator Loss: 0.6864
Epoch 7/8... Discriminator Loss: 1.3646... Generator Loss: 0.7237
Epoch 7/8... Discriminator Loss: 1.1909... Generator Loss: 0.8852
Epoch 7/8... Discriminator Loss: 1.3460... Generator Loss: 0.7156
Epoch 7/8... Discriminator Loss: 1.0988... Generator Loss: 0.7960
Epoch 7/8... Discriminator Loss: 1.1878... Generator Loss: 0.9544
Epoch 7/8... Discriminator Loss: 1.3972... Generator Loss: 0.6238
Epoch 7/8... Discriminator Loss: 1.3371... Generator Loss: 0.6502
Epoch 7/8... Discriminator Loss: 1.2860... Generator Loss: 0.6705
Epoch 7/8... Discriminator Loss: 1.3088... Generator Loss: 0.6297
Epoch 7/8... Discriminator Loss: 1.4180... Generator Loss: 0.6201
Epoch 7/8... Discriminator Loss: 1.2579... Generator Loss: 0.7568
Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7596
Epoch 7/8... Discriminator Loss: 1.2884... Generator Loss: 0.7847
Epoch 7/8... Discriminator Loss: 1.4092... Generator Loss: 0.6194
Epoch 7/8... Discriminator Loss: 1.5580... Generator Loss: 0.5156
Epoch 7/8... Discriminator Loss: 1.4072... Generator Loss: 0.7452
Epoch 7/8... Discriminator Loss: 1.3220... Generator Loss: 0.7071
Epoch 7/8... Discriminator Loss: 1.3360... Generator Loss: 0.6467
Epoch 7/8... Discriminator Loss: 1.1781... Generator Loss: 0.8192
Epoch 7/8... Discriminator Loss: 1.3399... Generator Loss: 0.5428
Epoch 7/8... Discriminator Loss: 1.1226... Generator Loss: 0.8619
Epoch 7/8... Discriminator Loss: 1.4603... Generator Loss: 0.6645
Epoch 7/8... Discriminator Loss: 1.2329... Generator Loss: 0.7412
Epoch 7/8... Discriminator Loss: 1.2434... Generator Loss: 0.8555
Epoch 7/8... Discriminator Loss: 1.2984... Generator Loss: 0.8138
Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6731
Epoch 7/8... Discriminator Loss: 1.4866... Generator Loss: 0.5762
Epoch 7/8... Discriminator Loss: 1.3016... Generator Loss: 0.6672
Epoch 7/8... Discriminator Loss: 1.3252... Generator Loss: 0.6835
Epoch 7/8... Discriminator Loss: 1.1192... Generator Loss: 1.1153
Epoch 7/8... Discriminator Loss: 1.3367... Generator Loss: 0.6417
Epoch 7/8... Discriminator Loss: 1.3560... Generator Loss: 0.7050
Epoch 7/8... Discriminator Loss: 1.2263... Generator Loss: 0.7415
Epoch 7/8... Discriminator Loss: 1.2851... Generator Loss: 0.7409
Epoch 7/8... Discriminator Loss: 1.2359... Generator Loss: 0.7948
Epoch 7/8... Discriminator Loss: 1.5220... Generator Loss: 0.6173
Epoch 7/8... Discriminator Loss: 1.4407... Generator Loss: 0.6862
Epoch 7/8... Discriminator Loss: 1.3949... Generator Loss: 0.5702
Epoch 7/8... Discriminator Loss: 1.2626... Generator Loss: 0.9509
Epoch 7/8... Discriminator Loss: 1.3978... Generator Loss: 0.5596
Epoch 7/8... Discriminator Loss: 1.4519... Generator Loss: 0.5353
Epoch 7/8... Discriminator Loss: 1.2600... Generator Loss: 0.7034
Epoch 7/8... Discriminator Loss: 1.2434... Generator Loss: 0.7962
Epoch 7/8... Discriminator Loss: 1.3111... Generator Loss: 0.7251
Epoch 7/8... Discriminator Loss: 1.4549... Generator Loss: 0.5524
Epoch 7/8... Discriminator Loss: 1.3703... Generator Loss: 0.6021
Epoch 7/8... Discriminator Loss: 1.2811... Generator Loss: 0.6985
Epoch 7/8... Discriminator Loss: 1.2795... Generator Loss: 0.7533
Epoch 7/8... Discriminator Loss: 1.5981... Generator Loss: 0.5738
Epoch 7/8... Discriminator Loss: 1.2271... Generator Loss: 0.7341
Epoch 7/8... Discriminator Loss: 1.2171... Generator Loss: 0.8755
Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.6982
Epoch 7/8... Discriminator Loss: 1.3189... Generator Loss: 0.6478
Epoch 7/8... Discriminator Loss: 1.3027... Generator Loss: 0.8315
Epoch 7/8... Discriminator Loss: 1.3434... Generator Loss: 0.6942
Epoch 7/8... Discriminator Loss: 1.3402... Generator Loss: 0.7493
Epoch 7/8... Discriminator Loss: 1.3089... Generator Loss: 0.6115
Epoch 7/8... Discriminator Loss: 1.1773... Generator Loss: 0.7870
Epoch 7/8... Discriminator Loss: 0.9748... Generator Loss: 1.1033
Epoch 7/8... Discriminator Loss: 1.2723... Generator Loss: 0.7777
Epoch 7/8... Discriminator Loss: 1.3976... Generator Loss: 0.5922
Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.6557
Epoch 7/8... Discriminator Loss: 1.2321... Generator Loss: 0.7325
Epoch 7/8... Discriminator Loss: 1.3033... Generator Loss: 0.6359
Epoch 7/8... Discriminator Loss: 1.2269... Generator Loss: 0.8009
Epoch 7/8... Discriminator Loss: 1.0763... Generator Loss: 1.1641
Epoch 7/8... Discriminator Loss: 1.4266... Generator Loss: 0.5579
Epoch 7/8... Discriminator Loss: 1.3502... Generator Loss: 0.6979
Epoch 7/8... Discriminator Loss: 1.2094... Generator Loss: 0.7046
Epoch 7/8... Discriminator Loss: 1.2424... Generator Loss: 0.8106
Epoch 7/8... Discriminator Loss: 1.4296... Generator Loss: 0.6748
Epoch 7/8... Discriminator Loss: 1.4218... Generator Loss: 0.8057
Epoch 7/8... Discriminator Loss: 1.4214... Generator Loss: 0.6097
Epoch 7/8... Discriminator Loss: 1.4077... Generator Loss: 0.7352
Epoch 7/8... Discriminator Loss: 1.4167... Generator Loss: 0.5224
Epoch 7/8... Discriminator Loss: 1.3738... Generator Loss: 0.6391
Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.5346
Epoch 7/8... Discriminator Loss: 1.4252... Generator Loss: 0.5828
Epoch 7/8... Discriminator Loss: 1.4261... Generator Loss: 0.5758
Epoch 7/8... Discriminator Loss: 1.4773... Generator Loss: 0.8895
Epoch 7/8... Discriminator Loss: 1.4346... Generator Loss: 0.6995
Epoch 7/8... Discriminator Loss: 1.3187... Generator Loss: 0.6580
Epoch 7/8... Discriminator Loss: 1.2441... Generator Loss: 0.7367
Epoch 7/8... Discriminator Loss: 1.2415... Generator Loss: 0.8011
Epoch 7/8... Discriminator Loss: 1.3570... Generator Loss: 0.6562
Epoch 7/8... Discriminator Loss: 1.2735... Generator Loss: 0.6589
Epoch 7/8... Discriminator Loss: 1.2868... Generator Loss: 0.7436
Epoch 7/8... Discriminator Loss: 1.2162... Generator Loss: 0.7752
Epoch 7/8... Discriminator Loss: 1.2281... Generator Loss: 0.8450
Epoch 7/8... Discriminator Loss: 1.2282... Generator Loss: 0.7742
Epoch 8/8... Discriminator Loss: 1.2046... Generator Loss: 0.9222
Epoch 8/8... Discriminator Loss: 1.3743... Generator Loss: 0.6576
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.6526
Epoch 8/8... Discriminator Loss: 1.1613... Generator Loss: 0.9396
Epoch 8/8... Discriminator Loss: 1.4208... Generator Loss: 0.6364
Epoch 8/8... Discriminator Loss: 1.4662... Generator Loss: 0.5983
Epoch 8/8... Discriminator Loss: 1.1704... Generator Loss: 0.9096
Epoch 8/8... Discriminator Loss: 1.4725... Generator Loss: 0.5750
Epoch 8/8... Discriminator Loss: 1.1948... Generator Loss: 0.6895
Epoch 8/8... Discriminator Loss: 1.3916... Generator Loss: 0.6756
Epoch 8/8... Discriminator Loss: 1.2655... Generator Loss: 0.7340
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8075
Epoch 8/8... Discriminator Loss: 1.1942... Generator Loss: 0.9374
Epoch 8/8... Discriminator Loss: 1.4066... Generator Loss: 0.6038
Epoch 8/8... Discriminator Loss: 1.3439... Generator Loss: 0.6634
Epoch 8/8... Discriminator Loss: 1.2520... Generator Loss: 0.9277
Epoch 8/8... Discriminator Loss: 1.0432... Generator Loss: 1.0380
Epoch 8/8... Discriminator Loss: 1.4353... Generator Loss: 0.6168
Epoch 8/8... Discriminator Loss: 1.2566... Generator Loss: 0.6914
Epoch 8/8... Discriminator Loss: 1.3673... Generator Loss: 0.5856
Epoch 8/8... Discriminator Loss: 1.3501... Generator Loss: 0.5952
Epoch 8/8... Discriminator Loss: 1.2197... Generator Loss: 0.9586
Epoch 8/8... Discriminator Loss: 1.2050... Generator Loss: 0.8007
Epoch 8/8... Discriminator Loss: 1.4674... Generator Loss: 0.5371
Epoch 8/8... Discriminator Loss: 1.3083... Generator Loss: 0.6930
Epoch 8/8... Discriminator Loss: 1.2465... Generator Loss: 0.7369
Epoch 8/8... Discriminator Loss: 1.3352... Generator Loss: 0.6382
Epoch 8/8... Discriminator Loss: 1.2384... Generator Loss: 0.6782
Epoch 8/8... Discriminator Loss: 1.3945... Generator Loss: 0.6198
Epoch 8/8... Discriminator Loss: 1.4728... Generator Loss: 0.8042
Epoch 8/8... Discriminator Loss: 1.1816... Generator Loss: 0.7804
Epoch 8/8... Discriminator Loss: 1.2926... Generator Loss: 0.6329
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7133
Epoch 8/8... Discriminator Loss: 1.4189... Generator Loss: 0.6244
Epoch 8/8... Discriminator Loss: 1.2350... Generator Loss: 0.7220
Epoch 8/8... Discriminator Loss: 1.2988... Generator Loss: 0.7004
Epoch 8/8... Discriminator Loss: 1.2641... Generator Loss: 0.8817
Epoch 8/8... Discriminator Loss: 1.3356... Generator Loss: 0.7002
Epoch 8/8... Discriminator Loss: 1.2710... Generator Loss: 0.8047
Epoch 8/8... Discriminator Loss: 1.2565... Generator Loss: 0.8157
Epoch 8/8... Discriminator Loss: 1.3409... Generator Loss: 0.6155
Epoch 8/8... Discriminator Loss: 1.2508... Generator Loss: 0.7036
Epoch 8/8... Discriminator Loss: 1.3405... Generator Loss: 0.6025
Epoch 8/8... Discriminator Loss: 1.3362... Generator Loss: 0.6572
Epoch 8/8... Discriminator Loss: 1.2394... Generator Loss: 0.8232
Epoch 8/8... Discriminator Loss: 1.2340... Generator Loss: 0.7896
Epoch 8/8... Discriminator Loss: 1.4427... Generator Loss: 0.6086
Epoch 8/8... Discriminator Loss: 1.3389... Generator Loss: 0.6601
Epoch 8/8... Discriminator Loss: 1.3495... Generator Loss: 0.5916
Epoch 8/8... Discriminator Loss: 1.3042... Generator Loss: 0.7295
Epoch 8/8... Discriminator Loss: 1.2551... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7528
Epoch 8/8... Discriminator Loss: 1.4396... Generator Loss: 0.5870
Epoch 8/8... Discriminator Loss: 1.1465... Generator Loss: 1.0795
Epoch 8/8... Discriminator Loss: 1.2945... Generator Loss: 0.7065
Epoch 8/8... Discriminator Loss: 1.3552... Generator Loss: 0.8264
Epoch 8/8... Discriminator Loss: 1.1753... Generator Loss: 0.7437
Epoch 8/8... Discriminator Loss: 1.4114... Generator Loss: 0.6431
Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.8649
Epoch 8/8... Discriminator Loss: 1.3199... Generator Loss: 0.7197
Epoch 8/8... Discriminator Loss: 1.0832... Generator Loss: 0.9740
Epoch 8/8... Discriminator Loss: 1.1529... Generator Loss: 0.9503
Epoch 8/8... Discriminator Loss: 1.2825... Generator Loss: 0.6594
Epoch 8/8... Discriminator Loss: 1.2086... Generator Loss: 0.8551
Epoch 8/8... Discriminator Loss: 1.3611... Generator Loss: 0.6586
Epoch 8/8... Discriminator Loss: 1.3975... Generator Loss: 0.6140
Epoch 8/8... Discriminator Loss: 1.2939... Generator Loss: 0.8134
Epoch 8/8... Discriminator Loss: 1.3596... Generator Loss: 0.6661
Epoch 8/8... Discriminator Loss: 1.5452... Generator Loss: 0.6507
Epoch 8/8... Discriminator Loss: 1.3402... Generator Loss: 0.7095
Epoch 8/8... Discriminator Loss: 1.0793... Generator Loss: 1.0109
Epoch 8/8... Discriminator Loss: 1.1770... Generator Loss: 0.7716
Epoch 8/8... Discriminator Loss: 1.3086... Generator Loss: 0.6209
Epoch 8/8... Discriminator Loss: 1.2357... Generator Loss: 0.8968
Epoch 8/8... Discriminator Loss: 1.3131... Generator Loss: 0.7305
Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.6301
Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.6446
Epoch 8/8... Discriminator Loss: 1.4495... Generator Loss: 0.5711
Epoch 8/8... Discriminator Loss: 1.3026... Generator Loss: 0.8987
Epoch 8/8... Discriminator Loss: 1.4293... Generator Loss: 0.5868
Epoch 8/8... Discriminator Loss: 1.3379... Generator Loss: 0.7320
Epoch 8/8... Discriminator Loss: 1.4279... Generator Loss: 0.7049
Epoch 8/8... Discriminator Loss: 1.2884... Generator Loss: 0.7076
Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.7087
Epoch 8/8... Discriminator Loss: 1.2670... Generator Loss: 1.0907
Epoch 8/8... Discriminator Loss: 1.3217... Generator Loss: 0.8123
Epoch 8/8... Discriminator Loss: 1.2258... Generator Loss: 0.7556
Epoch 8/8... Discriminator Loss: 1.3964... Generator Loss: 0.5694
Epoch 8/8... Discriminator Loss: 1.4548... Generator Loss: 0.6417
Epoch 8/8... Discriminator Loss: 1.0639... Generator Loss: 0.8152
Epoch 8/8... Discriminator Loss: 1.3344... Generator Loss: 0.8405
Epoch 8/8... Discriminator Loss: 1.0698... Generator Loss: 1.0056
Epoch 8/8... Discriminator Loss: 1.4146... Generator Loss: 0.6891
Epoch 8/8... Discriminator Loss: 1.3361... Generator Loss: 0.6440
Epoch 8/8... Discriminator Loss: 1.1429... Generator Loss: 0.8102
Epoch 8/8... Discriminator Loss: 1.3979... Generator Loss: 0.7585
Epoch 8/8... Discriminator Loss: 1.2134... Generator Loss: 0.7584
Epoch 8/8... Discriminator Loss: 1.4315... Generator Loss: 0.5561
Epoch 8/8... Discriminator Loss: 1.3986... Generator Loss: 0.6496
Epoch 8/8... Discriminator Loss: 1.3223... Generator Loss: 0.7956
Epoch 8/8... Discriminator Loss: 1.4961... Generator Loss: 0.5547
Epoch 8/8... Discriminator Loss: 1.1317... Generator Loss: 0.9688
Epoch 8/8... Discriminator Loss: 1.1152... Generator Loss: 0.7356
Epoch 8/8... Discriminator Loss: 1.0915... Generator Loss: 0.9199
Epoch 8/8... Discriminator Loss: 1.3702... Generator Loss: 0.5715
Epoch 8/8... Discriminator Loss: 1.0654... Generator Loss: 1.1254
Epoch 8/8... Discriminator Loss: 1.3491... Generator Loss: 0.7448
Epoch 8/8... Discriminator Loss: 1.3547... Generator Loss: 0.6429
Epoch 8/8... Discriminator Loss: 1.3549... Generator Loss: 0.6425
Epoch 8/8... Discriminator Loss: 1.3039... Generator Loss: 0.7114
Epoch 8/8... Discriminator Loss: 1.2730... Generator Loss: 0.6485
Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.6453
Epoch 8/8... Discriminator Loss: 1.3658... Generator Loss: 0.7561
Epoch 8/8... Discriminator Loss: 1.2346... Generator Loss: 0.8546
Epoch 8/8... Discriminator Loss: 1.1514... Generator Loss: 0.8182
Epoch 8/8... Discriminator Loss: 1.1206... Generator Loss: 0.9190
Epoch 8/8... Discriminator Loss: 1.1881... Generator Loss: 0.7624
Epoch 8/8... Discriminator Loss: 1.1379... Generator Loss: 0.7759
Epoch 8/8... Discriminator Loss: 1.1930... Generator Loss: 0.7329
Epoch 8/8... Discriminator Loss: 1.2331... Generator Loss: 0.7550
Epoch 8/8... Discriminator Loss: 1.3972... Generator Loss: 0.6134
Epoch 8/8... Discriminator Loss: 1.4829... Generator Loss: 0.5990
Epoch 8/8... Discriminator Loss: 1.4467... Generator Loss: 0.5166
Epoch 8/8... Discriminator Loss: 1.3605... Generator Loss: 0.6063
Epoch 8/8... Discriminator Loss: 1.1749... Generator Loss: 0.8797
Epoch 8/8... Discriminator Loss: 1.2979... Generator Loss: 0.7497
Epoch 8/8... Discriminator Loss: 1.4023... Generator Loss: 0.5524
Epoch 8/8... Discriminator Loss: 1.3058... Generator Loss: 0.8500
Epoch 8/8... Discriminator Loss: 1.2038... Generator Loss: 0.7119
Epoch 8/8... Discriminator Loss: 1.4142... Generator Loss: 0.6863
Epoch 8/8... Discriminator Loss: 1.4530... Generator Loss: 0.5599
Epoch 8/8... Discriminator Loss: 1.2764... Generator Loss: 0.7099
Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7073
Epoch 8/8... Discriminator Loss: 1.4576... Generator Loss: 0.6497
Epoch 8/8... Discriminator Loss: 1.3680... Generator Loss: 0.6935
Epoch 8/8... Discriminator Loss: 1.3137... Generator Loss: 0.6295
Epoch 8/8... Discriminator Loss: 1.4449... Generator Loss: 0.7676
Epoch 8/8... Discriminator Loss: 1.2909... Generator Loss: 0.7724
Epoch 8/8... Discriminator Loss: 1.2335... Generator Loss: 0.7881
Epoch 8/8... Discriminator Loss: 1.2805... Generator Loss: 0.7445
Epoch 8/8... Discriminator Loss: 1.1489... Generator Loss: 0.9703
Epoch 8/8... Discriminator Loss: 1.2237... Generator Loss: 0.6758
Epoch 8/8... Discriminator Loss: 1.3325... Generator Loss: 0.6709
Epoch 8/8... Discriminator Loss: 1.1578... Generator Loss: 0.7611
Epoch 8/8... Discriminator Loss: 1.0430... Generator Loss: 0.9684
Epoch 8/8... Discriminator Loss: 1.5038... Generator Loss: 0.6094
Epoch 8/8... Discriminator Loss: 1.2781... Generator Loss: 0.7157
Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6645
Epoch 8/8... Discriminator Loss: 1.3406... Generator Loss: 0.6501
Epoch 8/8... Discriminator Loss: 1.2997... Generator Loss: 0.6640
Epoch 8/8... Discriminator Loss: 1.0535... Generator Loss: 0.9727
Epoch 8/8... Discriminator Loss: 1.4435... Generator Loss: 0.6124
Epoch 8/8... Discriminator Loss: 1.0912... Generator Loss: 0.8846
Epoch 8/8... Discriminator Loss: 1.4311... Generator Loss: 0.6724
Epoch 8/8... Discriminator Loss: 1.2864... Generator Loss: 0.8514
Epoch 8/8... Discriminator Loss: 1.3559... Generator Loss: 0.6866
Epoch 8/8... Discriminator Loss: 1.2506... Generator Loss: 0.8885
Epoch 8/8... Discriminator Loss: 1.3487... Generator Loss: 0.6980
Epoch 8/8... Discriminator Loss: 1.2307... Generator Loss: 0.7758
Epoch 8/8... Discriminator Loss: 1.5442... Generator Loss: 0.4372
Epoch 8/8... Discriminator Loss: 1.2442... Generator Loss: 0.6420
Epoch 8/8... Discriminator Loss: 1.1932... Generator Loss: 0.7754
Epoch 8/8... Discriminator Loss: 1.3469... Generator Loss: 0.6296
Epoch 8/8... Discriminator Loss: 1.2548... Generator Loss: 0.8746
Epoch 8/8... Discriminator Loss: 1.2564... Generator Loss: 0.8716
Epoch 8/8... Discriminator Loss: 1.3920... Generator Loss: 0.5880
Epoch 8/8... Discriminator Loss: 1.0771... Generator Loss: 0.9103
Epoch 8/8... Discriminator Loss: 1.1461... Generator Loss: 0.8742
Epoch 8/8... Discriminator Loss: 1.2094... Generator Loss: 0.9570
Epoch 8/8... Discriminator Loss: 1.4556... Generator Loss: 0.6860
Epoch 8/8... Discriminator Loss: 1.4269... Generator Loss: 0.6110
Epoch 8/8... Discriminator Loss: 1.3513... Generator Loss: 0.7442
Epoch 8/8... Discriminator Loss: 1.2048... Generator Loss: 0.8520
Epoch 8/8... Discriminator Loss: 1.5048... Generator Loss: 0.5880
Epoch 8/8... Discriminator Loss: 1.4437... Generator Loss: 0.6113
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.5515
Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.6463
Epoch 8/8... Discriminator Loss: 1.2197... Generator Loss: 0.7725
Epoch 8/8... Discriminator Loss: 1.1998... Generator Loss: 0.7854
Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.7429
Epoch 8/8... Discriminator Loss: 1.4582... Generator Loss: 0.5364
Epoch 8/8... Discriminator Loss: 1.0585... Generator Loss: 1.0729
Epoch 8/8... Discriminator Loss: 1.4270... Generator Loss: 0.5959
Epoch 8/8... Discriminator Loss: 1.3499... Generator Loss: 0.7065
Epoch 8/8... Discriminator Loss: 1.2382... Generator Loss: 0.8861
Epoch 8/8... Discriminator Loss: 1.3940... Generator Loss: 0.7648
Epoch 8/8... Discriminator Loss: 1.2718... Generator Loss: 0.8788
Epoch 8/8... Discriminator Loss: 1.2169... Generator Loss: 0.9065
Epoch 8/8... Discriminator Loss: 1.2548... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3104... Generator Loss: 0.6632
Epoch 8/8... Discriminator Loss: 1.3099... Generator Loss: 0.8230
Epoch 8/8... Discriminator Loss: 1.3697... Generator Loss: 0.6568
Epoch 8/8... Discriminator Loss: 1.3086... Generator Loss: 0.6502
Epoch 8/8... Discriminator Loss: 1.4339... Generator Loss: 0.5983
Epoch 8/8... Discriminator Loss: 1.3524... Generator Loss: 0.6691
Epoch 8/8... Discriminator Loss: 1.3867... Generator Loss: 0.6159
Epoch 8/8... Discriminator Loss: 1.3208... Generator Loss: 0.6675
Epoch 8/8... Discriminator Loss: 1.3459... Generator Loss: 0.6727
Epoch 8/8... Discriminator Loss: 1.3019... Generator Loss: 0.8222
Epoch 8/8... Discriminator Loss: 1.3143... Generator Loss: 0.7594
Epoch 8/8... Discriminator Loss: 1.4066... Generator Loss: 0.6403
Epoch 8/8... Discriminator Loss: 1.4003... Generator Loss: 0.6290
Epoch 8/8... Discriminator Loss: 1.2124... Generator Loss: 0.8567
Epoch 8/8... Discriminator Loss: 1.2319... Generator Loss: 0.7776
Epoch 8/8... Discriminator Loss: 1.2651... Generator Loss: 0.6146
Epoch 8/8... Discriminator Loss: 1.2649... Generator Loss: 0.7039
Epoch 8/8... Discriminator Loss: 1.3188... Generator Loss: 0.7641
Epoch 8/8... Discriminator Loss: 1.6479... Generator Loss: 0.5323
Epoch 8/8... Discriminator Loss: 1.1853... Generator Loss: 0.8466
Epoch 8/8... Discriminator Loss: 1.2599... Generator Loss: 0.6997
Epoch 8/8... Discriminator Loss: 1.3950... Generator Loss: 0.7455
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.6405
Epoch 8/8... Discriminator Loss: 1.3956... Generator Loss: 0.7703
Epoch 8/8... Discriminator Loss: 1.2183... Generator Loss: 0.8404
Epoch 8/8... Discriminator Loss: 1.2758... Generator Loss: 0.6350
Epoch 8/8... Discriminator Loss: 1.3641... Generator Loss: 0.6987
Epoch 8/8... Discriminator Loss: 1.2623... Generator Loss: 0.7894
Epoch 8/8... Discriminator Loss: 1.2327... Generator Loss: 0.7083
Epoch 8/8... Discriminator Loss: 1.2101... Generator Loss: 0.8272
Epoch 8/8... Discriminator Loss: 1.2988... Generator Loss: 0.7318
Epoch 8/8... Discriminator Loss: 1.2830... Generator Loss: 0.6820
Epoch 8/8... Discriminator Loss: 1.5593... Generator Loss: 0.5514
Epoch 8/8... Discriminator Loss: 1.3528... Generator Loss: 0.5315
Epoch 8/8... Discriminator Loss: 1.1178... Generator Loss: 0.9880
Epoch 8/8... Discriminator Loss: 1.2971... Generator Loss: 0.6643
Epoch 8/8... Discriminator Loss: 1.3549... Generator Loss: 0.6682
Epoch 8/8... Discriminator Loss: 1.1981... Generator Loss: 0.8571
Epoch 8/8... Discriminator Loss: 1.3326... Generator Loss: 0.7042
Epoch 8/8... Discriminator Loss: 1.3625... Generator Loss: 0.6910
Epoch 8/8... Discriminator Loss: 1.3509... Generator Loss: 0.6132
Epoch 8/8... Discriminator Loss: 1.3118... Generator Loss: 0.7447
Epoch 8/8... Discriminator Loss: 1.2573... Generator Loss: 0.6657
Epoch 8/8... Discriminator Loss: 1.3036... Generator Loss: 0.6449
Epoch 8/8... Discriminator Loss: 1.1746... Generator Loss: 0.7999
Epoch 8/8... Discriminator Loss: 1.2280... Generator Loss: 0.9633
Epoch 8/8... Discriminator Loss: 1.5198... Generator Loss: 0.6669
Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.5294
Epoch 8/8... Discriminator Loss: 1.2316... Generator Loss: 0.8436
Epoch 8/8... Discriminator Loss: 1.4024... Generator Loss: 0.5426
Epoch 8/8... Discriminator Loss: 1.3008... Generator Loss: 0.6804
Epoch 8/8... Discriminator Loss: 1.1980... Generator Loss: 0.7416
Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6872
Epoch 8/8... Discriminator Loss: 1.3389... Generator Loss: 0.7529
Epoch 8/8... Discriminator Loss: 1.2208... Generator Loss: 0.7706
Epoch 8/8... Discriminator Loss: 1.3316... Generator Loss: 0.6137
Epoch 8/8... Discriminator Loss: 1.2375... Generator Loss: 0.7966
Epoch 8/8... Discriminator Loss: 1.2549... Generator Loss: 0.7315
Epoch 8/8... Discriminator Loss: 1.1884... Generator Loss: 0.7911
Epoch 8/8... Discriminator Loss: 1.2546... Generator Loss: 0.6525
Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7171
Epoch 8/8... Discriminator Loss: 1.3171... Generator Loss: 0.6303
Epoch 8/8... Discriminator Loss: 1.4275... Generator Loss: 0.6677
Epoch 8/8... Discriminator Loss: 1.2590... Generator Loss: 0.8292
Epoch 8/8... Discriminator Loss: 1.4117... Generator Loss: 0.5835
Epoch 8/8... Discriminator Loss: 1.3505... Generator Loss: 0.6913
Epoch 8/8... Discriminator Loss: 1.4665... Generator Loss: 0.6121
Epoch 8/8... Discriminator Loss: 1.4926... Generator Loss: 0.5897
Epoch 8/8... Discriminator Loss: 1.1283... Generator Loss: 0.9775
Epoch 8/8... Discriminator Loss: 1.2909... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.6769
Epoch 8/8... Discriminator Loss: 1.3545... Generator Loss: 0.6046
Epoch 8/8... Discriminator Loss: 1.3910... Generator Loss: 0.5920
Epoch 8/8... Discriminator Loss: 1.2776... Generator Loss: 0.7610
Epoch 8/8... Discriminator Loss: 1.3662... Generator Loss: 0.6467
Epoch 8/8... Discriminator Loss: 1.3322... Generator Loss: 0.6206
Epoch 8/8... Discriminator Loss: 1.3370... Generator Loss: 0.7452
Epoch 8/8... Discriminator Loss: 1.4464... Generator Loss: 0.5959
Epoch 8/8... Discriminator Loss: 1.1137... Generator Loss: 0.8613
Epoch 8/8... Discriminator Loss: 1.3901... Generator Loss: 0.6608
Epoch 8/8... Discriminator Loss: 1.3385... Generator Loss: 0.6036
Epoch 8/8... Discriminator Loss: 1.3111... Generator Loss: 0.6280
Epoch 8/8... Discriminator Loss: 1.2908... Generator Loss: 0.8835
Epoch 8/8... Discriminator Loss: 1.1526... Generator Loss: 0.9109
Epoch 8/8... Discriminator Loss: 1.2486... Generator Loss: 0.7744
Epoch 8/8... Discriminator Loss: 1.4525... Generator Loss: 0.5678
Epoch 8/8... Discriminator Loss: 1.4521... Generator Loss: 0.5492
Epoch 8/8... Discriminator Loss: 1.3220... Generator Loss: 0.6612
Epoch 8/8... Discriminator Loss: 1.2630... Generator Loss: 0.6171
Epoch 8/8... Discriminator Loss: 1.3355... Generator Loss: 0.6479
Epoch 8/8... Discriminator Loss: 1.3221... Generator Loss: 0.7153
Epoch 8/8... Discriminator Loss: 1.2551... Generator Loss: 0.7822
Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.6840
Epoch 8/8... Discriminator Loss: 1.3237... Generator Loss: 0.6218
Epoch 8/8... Discriminator Loss: 1.3109... Generator Loss: 0.7283
Epoch 8/8... Discriminator Loss: 1.2618... Generator Loss: 0.7435
Epoch 8/8... Discriminator Loss: 1.4360... Generator Loss: 0.6311
Epoch 8/8... Discriminator Loss: 1.3000... Generator Loss: 0.6607
Epoch 8/8... Discriminator Loss: 1.2498... Generator Loss: 0.7101
Epoch 8/8... Discriminator Loss: 1.4873... Generator Loss: 0.7239
Epoch 8/8... Discriminator Loss: 1.4622... Generator Loss: 0.5891
Epoch 8/8... Discriminator Loss: 1.4904... Generator Loss: 0.7276
Epoch 8/8... Discriminator Loss: 1.2159... Generator Loss: 0.7818
Epoch 8/8... Discriminator Loss: 1.3704... Generator Loss: 0.7056
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.6322
Epoch 8/8... Discriminator Loss: 1.2969... Generator Loss: 0.7108
Epoch 8/8... Discriminator Loss: 1.3217... Generator Loss: 0.7132
Epoch 8/8... Discriminator Loss: 1.3844... Generator Loss: 0.4852
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7351
Epoch 8/8... Discriminator Loss: 1.2991... Generator Loss: 0.6944
Epoch 8/8... Discriminator Loss: 1.2745... Generator Loss: 0.8058
Epoch 8/8... Discriminator Loss: 1.4050... Generator Loss: 0.5706
Epoch 8/8... Discriminator Loss: 1.3292... Generator Loss: 0.7556
Epoch 8/8... Discriminator Loss: 1.2200... Generator Loss: 0.7196
Epoch 8/8... Discriminator Loss: 1.1550... Generator Loss: 1.1728
Epoch 8/8... Discriminator Loss: 1.1511... Generator Loss: 0.7712
Epoch 8/8... Discriminator Loss: 1.2863... Generator Loss: 0.7538
Epoch 8/8... Discriminator Loss: 1.2185... Generator Loss: 0.7099
Epoch 8/8... Discriminator Loss: 1.2741... Generator Loss: 0.6393
Epoch 8/8... Discriminator Loss: 1.1697... Generator Loss: 0.7657
Epoch 8/8... Discriminator Loss: 1.4061... Generator Loss: 0.6709
Epoch 8/8... Discriminator Loss: 1.1226... Generator Loss: 0.8378
Epoch 8/8... Discriminator Loss: 1.2441... Generator Loss: 0.8024
Epoch 8/8... Discriminator Loss: 1.2919... Generator Loss: 0.8932
Epoch 8/8... Discriminator Loss: 1.4098... Generator Loss: 0.6167
Epoch 8/8... Discriminator Loss: 1.2727... Generator Loss: 0.7751
Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.6929
Epoch 8/8... Discriminator Loss: 1.3550... Generator Loss: 0.6281
Epoch 8/8... Discriminator Loss: 1.4059... Generator Loss: 0.6030
Epoch 8/8... Discriminator Loss: 1.3318... Generator Loss: 0.6124
Epoch 8/8... Discriminator Loss: 1.2061... Generator Loss: 0.7701
Epoch 8/8... Discriminator Loss: 1.3384... Generator Loss: 0.6014
Epoch 8/8... Discriminator Loss: 1.3620... Generator Loss: 0.6438
Epoch 8/8... Discriminator Loss: 1.3700... Generator Loss: 0.6291
Epoch 8/8... Discriminator Loss: 1.2281... Generator Loss: 0.8212
Epoch 8/8... Discriminator Loss: 1.0834... Generator Loss: 0.9200
Epoch 8/8... Discriminator Loss: 1.4064... Generator Loss: 0.6957
Epoch 8/8... Discriminator Loss: 1.3300... Generator Loss: 0.6969
Epoch 8/8... Discriminator Loss: 1.1338... Generator Loss: 0.9659
Epoch 8/8... Discriminator Loss: 1.3479... Generator Loss: 0.7167
Epoch 8/8... Discriminator Loss: 1.3319... Generator Loss: 0.7176
Epoch 8/8... Discriminator Loss: 1.4144... Generator Loss: 0.7281
Epoch 8/8... Discriminator Loss: 1.1213... Generator Loss: 0.7394
Epoch 8/8... Discriminator Loss: 1.1562... Generator Loss: 0.7926
Epoch 8/8... Discriminator Loss: 1.3109... Generator Loss: 0.7200
Epoch 8/8... Discriminator Loss: 1.4879... Generator Loss: 0.4737
Epoch 8/8... Discriminator Loss: 1.3216... Generator Loss: 0.6783
Epoch 8/8... Discriminator Loss: 1.5148... Generator Loss: 0.6101
Epoch 8/8... Discriminator Loss: 1.5128... Generator Loss: 0.6435
Epoch 8/8... Discriminator Loss: 1.2199... Generator Loss: 0.7467
Epoch 8/8... Discriminator Loss: 1.4184... Generator Loss: 0.6831
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.5837
Epoch 8/8... Discriminator Loss: 1.4179... Generator Loss: 0.7100
Epoch 8/8... Discriminator Loss: 1.1814... Generator Loss: 0.7630
Epoch 8/8... Discriminator Loss: 1.2826... Generator Loss: 0.6464
Epoch 8/8... Discriminator Loss: 1.3133... Generator Loss: 0.7788
Epoch 8/8... Discriminator Loss: 1.0384... Generator Loss: 0.9665
Epoch 8/8... Discriminator Loss: 1.1724... Generator Loss: 0.8753
Epoch 8/8... Discriminator Loss: 1.3585... Generator Loss: 0.7083
Epoch 8/8... Discriminator Loss: 1.2454... Generator Loss: 0.9900
Epoch 8/8... Discriminator Loss: 1.3571... Generator Loss: 0.6440
Epoch 8/8... Discriminator Loss: 1.3460... Generator Loss: 0.6307
Epoch 8/8... Discriminator Loss: 1.2464... Generator Loss: 0.7249
Epoch 8/8... Discriminator Loss: 1.2432... Generator Loss: 0.6660
Epoch 8/8... Discriminator Loss: 1.3698... Generator Loss: 0.6288
Epoch 8/8... Discriminator Loss: 1.4832... Generator Loss: 0.5622
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.6521
Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7002
Epoch 8/8... Discriminator Loss: 1.3304... Generator Loss: 0.8017
Epoch 8/8... Discriminator Loss: 1.2019... Generator Loss: 0.7740
Epoch 8/8... Discriminator Loss: 1.2347... Generator Loss: 0.9822
Epoch 8/8... Discriminator Loss: 1.4523... Generator Loss: 0.5951
Epoch 8/8... Discriminator Loss: 1.4760... Generator Loss: 0.5366
Epoch 8/8... Discriminator Loss: 1.3646... Generator Loss: 0.6932
Epoch 8/8... Discriminator Loss: 1.2875... Generator Loss: 0.7077
Epoch 8/8... Discriminator Loss: 1.3129... Generator Loss: 0.6590
Epoch 8/8... Discriminator Loss: 1.2239... Generator Loss: 0.6843
Epoch 8/8... Discriminator Loss: 1.3447... Generator Loss: 0.6147
Epoch 8/8... Discriminator Loss: 1.4012... Generator Loss: 0.5981
Epoch 8/8... Discriminator Loss: 1.3909... Generator Loss: 0.6336
Epoch 8/8... Discriminator Loss: 1.2941... Generator Loss: 0.7431
Epoch 8/8... Discriminator Loss: 1.4921... Generator Loss: 0.6397
Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.7438
Epoch 8/8... Discriminator Loss: 1.3266... Generator Loss: 0.6815
Epoch 8/8... Discriminator Loss: 1.3456... Generator Loss: 0.7158
Epoch 8/8... Discriminator Loss: 1.4444... Generator Loss: 0.5990
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.6973
Epoch 8/8... Discriminator Loss: 1.1851... Generator Loss: 0.8048
Epoch 8/8... Discriminator Loss: 1.4248... Generator Loss: 0.5648
Epoch 8/8... Discriminator Loss: 1.4267... Generator Loss: 0.6258
Epoch 8/8... Discriminator Loss: 1.3563... Generator Loss: 0.6916
Epoch 8/8... Discriminator Loss: 1.2814... Generator Loss: 0.7453
Epoch 8/8... Discriminator Loss: 1.1596... Generator Loss: 0.9150
Epoch 8/8... Discriminator Loss: 1.2945... Generator Loss: 0.6827
Epoch 8/8... Discriminator Loss: 1.4356... Generator Loss: 0.6272
Epoch 8/8... Discriminator Loss: 1.2049... Generator Loss: 0.6399
Epoch 8/8... Discriminator Loss: 1.3896... Generator Loss: 0.7613
Epoch 8/8... Discriminator Loss: 1.2887... Generator Loss: 1.0422
Epoch 8/8... Discriminator Loss: 1.3612... Generator Loss: 0.6071
Epoch 8/8... Discriminator Loss: 1.1218... Generator Loss: 0.8022
Epoch 8/8... Discriminator Loss: 1.4127... Generator Loss: 0.7722
Epoch 8/8... Discriminator Loss: 1.3311... Generator Loss: 0.7645
Epoch 8/8... Discriminator Loss: 1.3624... Generator Loss: 0.7390
Epoch 8/8... Discriminator Loss: 1.2500... Generator Loss: 0.7046
Epoch 8/8... Discriminator Loss: 1.3560... Generator Loss: 0.6498
Epoch 8/8... Discriminator Loss: 1.2674... Generator Loss: 0.8639
Epoch 8/8... Discriminator Loss: 1.1470... Generator Loss: 0.7860
Epoch 8/8... Discriminator Loss: 1.1210... Generator Loss: 0.9696
Epoch 8/8... Discriminator Loss: 1.1003... Generator Loss: 1.0158
Epoch 8/8... Discriminator Loss: 1.4143... Generator Loss: 0.6166
Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.7437
Epoch 8/8... Discriminator Loss: 1.2844... Generator Loss: 0.6114
Epoch 8/8... Discriminator Loss: 1.3520... Generator Loss: 0.6769
Epoch 8/8... Discriminator Loss: 1.1853... Generator Loss: 0.7825
Epoch 8/8... Discriminator Loss: 1.4336... Generator Loss: 0.6648
Epoch 8/8... Discriminator Loss: 1.4490... Generator Loss: 0.5450
Epoch 8/8... Discriminator Loss: 1.2402... Generator Loss: 0.8957
Epoch 8/8... Discriminator Loss: 1.5691... Generator Loss: 0.7201
Epoch 8/8... Discriminator Loss: 1.3972... Generator Loss: 0.6250
Epoch 8/8... Discriminator Loss: 1.3144... Generator Loss: 0.6696
Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.6531
Epoch 8/8... Discriminator Loss: 1.3271... Generator Loss: 0.6805
Epoch 8/8... Discriminator Loss: 1.3079... Generator Loss: 0.7283
Epoch 8/8... Discriminator Loss: 1.3477... Generator Loss: 0.6617
Epoch 8/8... Discriminator Loss: 1.3988... Generator Loss: 0.5256
Epoch 8/8... Discriminator Loss: 1.2815... Generator Loss: 0.7304
Epoch 8/8... Discriminator Loss: 1.3066... Generator Loss: 0.6636
Epoch 8/8... Discriminator Loss: 1.2770... Generator Loss: 0.6738
Epoch 8/8... Discriminator Loss: 1.3578... Generator Loss: 0.6693
Epoch 8/8... Discriminator Loss: 1.4832... Generator Loss: 0.5366
Epoch 8/8... Discriminator Loss: 1.2847... Generator Loss: 0.6479
Epoch 8/8... Discriminator Loss: 0.8166... Generator Loss: 1.3989
Epoch 8/8... Discriminator Loss: 1.3663... Generator Loss: 0.6379
Epoch 8/8... Discriminator Loss: 1.4427... Generator Loss: 0.7511
Epoch 8/8... Discriminator Loss: 1.3961... Generator Loss: 0.7206
Epoch 8/8... Discriminator Loss: 1.3003... Generator Loss: 0.7306
Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.6767
Epoch 8/8... Discriminator Loss: 1.2018... Generator Loss: 0.8473
Epoch 8/8... Discriminator Loss: 1.2279... Generator Loss: 0.7956
Epoch 8/8... Discriminator Loss: 1.4759... Generator Loss: 0.5198
Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.6734
Epoch 8/8... Discriminator Loss: 1.3430... Generator Loss: 0.7000
Epoch 8/8... Discriminator Loss: 1.3721... Generator Loss: 0.6144
Epoch 8/8... Discriminator Loss: 1.3462... Generator Loss: 0.6255
Epoch 8/8... Discriminator Loss: 1.2671... Generator Loss: 0.6847
Epoch 8/8... Discriminator Loss: 1.4987... Generator Loss: 0.5109
Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.6151
Epoch 8/8... Discriminator Loss: 1.3296... Generator Loss: 0.6466
Epoch 8/8... Discriminator Loss: 1.3677... Generator Loss: 0.6623
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.6509
Epoch 8/8... Discriminator Loss: 1.4062... Generator Loss: 0.7035
Epoch 8/8... Discriminator Loss: 1.4122... Generator Loss: 0.6587
Epoch 8/8... Discriminator Loss: 1.2997... Generator Loss: 0.6954
Epoch 8/8... Discriminator Loss: 1.3164... Generator Loss: 0.7103
Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.5858
Epoch 8/8... Discriminator Loss: 1.1838... Generator Loss: 0.9227
Epoch 8/8... Discriminator Loss: 1.2686... Generator Loss: 0.8253
Epoch 8/8... Discriminator Loss: 1.2406... Generator Loss: 0.7342
Epoch 8/8... Discriminator Loss: 1.4505... Generator Loss: 0.6239
Epoch 8/8... Discriminator Loss: 1.3681... Generator Loss: 0.6583
Epoch 8/8... Discriminator Loss: 1.3492... Generator Loss: 0.7726
Epoch 8/8... Discriminator Loss: 1.0287... Generator Loss: 1.1896
Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7517
Epoch 8/8... Discriminator Loss: 1.4077... Generator Loss: 0.6546
Epoch 8/8... Discriminator Loss: 1.4365... Generator Loss: 0.6022
Epoch 8/8... Discriminator Loss: 1.4088... Generator Loss: 0.6270
Epoch 8/8... Discriminator Loss: 1.1632... Generator Loss: 0.7607
Epoch 8/8... Discriminator Loss: 1.3987... Generator Loss: 0.6255
Epoch 8/8... Discriminator Loss: 1.3293... Generator Loss: 0.8611
Epoch 8/8... Discriminator Loss: 1.5707... Generator Loss: 1.0226
Epoch 8/8... Discriminator Loss: 1.1550... Generator Loss: 0.8235
Epoch 8/8... Discriminator Loss: 1.2852... Generator Loss: 0.7959
Epoch 8/8... Discriminator Loss: 1.4107... Generator Loss: 0.5806
Epoch 8/8... Discriminator Loss: 1.1227... Generator Loss: 0.7801
Epoch 8/8... Discriminator Loss: 1.4086... Generator Loss: 0.5969
Epoch 8/8... Discriminator Loss: 1.1789... Generator Loss: 0.9071
Epoch 8/8... Discriminator Loss: 1.3466... Generator Loss: 0.6957
Epoch 8/8... Discriminator Loss: 1.2137... Generator Loss: 0.7897
Epoch 8/8... Discriminator Loss: 1.2949... Generator Loss: 0.7408
Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.6409
Epoch 8/8... Discriminator Loss: 1.2762... Generator Loss: 0.7687
Epoch 8/8... Discriminator Loss: 1.2862... Generator Loss: 0.7827
Epoch 8/8... Discriminator Loss: 1.4787... Generator Loss: 0.5973
Epoch 8/8... Discriminator Loss: 1.2138... Generator Loss: 0.7488
Epoch 8/8... Discriminator Loss: 1.4245... Generator Loss: 0.6211
Epoch 8/8... Discriminator Loss: 1.2547... Generator Loss: 0.7705
Epoch 8/8... Discriminator Loss: 1.4483... Generator Loss: 0.6641
Epoch 8/8... Discriminator Loss: 1.4085... Generator Loss: 0.6160
Epoch 8/8... Discriminator Loss: 1.4795... Generator Loss: 0.5977
Epoch 8/8... Discriminator Loss: 1.2299... Generator Loss: 0.7731
Epoch 8/8... Discriminator Loss: 1.3934... Generator Loss: 0.5823
Epoch 8/8... Discriminator Loss: 1.2805... Generator Loss: 0.7205
Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.6804
Epoch 8/8... Discriminator Loss: 1.2502... Generator Loss: 0.9100
Epoch 8/8... Discriminator Loss: 1.3315... Generator Loss: 0.6514
Epoch 8/8... Discriminator Loss: 1.2735... Generator Loss: 0.6521
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.6250
Epoch 8/8... Discriminator Loss: 1.3502... Generator Loss: 0.6206
Epoch 8/8... Discriminator Loss: 1.4152... Generator Loss: 0.6827
Epoch 8/8... Discriminator Loss: 1.2656... Generator Loss: 0.7135
Epoch 8/8... Discriminator Loss: 1.3991... Generator Loss: 0.6591
Epoch 8/8... Discriminator Loss: 1.3261... Generator Loss: 0.6696
Epoch 8/8... Discriminator Loss: 1.3596... Generator Loss: 0.6633
Epoch 8/8... Discriminator Loss: 1.3030... Generator Loss: 0.7071
Epoch 8/8... Discriminator Loss: 1.3919... Generator Loss: 0.5960
Epoch 8/8... Discriminator Loss: 1.4475... Generator Loss: 0.5374
Epoch 8/8... Discriminator Loss: 1.2296... Generator Loss: 0.6668
Epoch 8/8... Discriminator Loss: 1.4372... Generator Loss: 0.5837
Epoch 8/8... Discriminator Loss: 1.3893... Generator Loss: 0.5920
Epoch 8/8... Discriminator Loss: 1.3704... Generator Loss: 0.6602
Epoch 8/8... Discriminator Loss: 1.1421... Generator Loss: 0.8095
Epoch 8/8... Discriminator Loss: 1.4577... Generator Loss: 0.5689
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.6187
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.6635
Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7986
Epoch 8/8... Discriminator Loss: 1.3730... Generator Loss: 0.6258
Epoch 8/8... Discriminator Loss: 1.2355... Generator Loss: 0.8845
Epoch 8/8... Discriminator Loss: 1.2667... Generator Loss: 0.6560
Epoch 8/8... Discriminator Loss: 1.3527... Generator Loss: 0.6516
Epoch 8/8... Discriminator Loss: 1.4316... Generator Loss: 0.5706
Epoch 8/8... Discriminator Loss: 1.1664... Generator Loss: 0.7951
Epoch 8/8... Discriminator Loss: 1.4098... Generator Loss: 0.5203
Epoch 8/8... Discriminator Loss: 1.3325... Generator Loss: 0.6942
Epoch 8/8... Discriminator Loss: 1.3941... Generator Loss: 0.6056
Epoch 8/8... Discriminator Loss: 1.3695... Generator Loss: 0.6717
Epoch 8/8... Discriminator Loss: 1.0464... Generator Loss: 1.0627
Epoch 8/8... Discriminator Loss: 1.2414... Generator Loss: 0.7877
Epoch 8/8... Discriminator Loss: 1.2713... Generator Loss: 0.8099
Epoch 8/8... Discriminator Loss: 1.4105... Generator Loss: 0.7380
Epoch 8/8... Discriminator Loss: 1.2698... Generator Loss: 0.7388
Epoch 8/8... Discriminator Loss: 1.4085... Generator Loss: 0.6705
Epoch 8/8... Discriminator Loss: 1.3579... Generator Loss: 0.7047
Epoch 8/8... Discriminator Loss: 1.2390... Generator Loss: 0.7254
Epoch 8/8... Discriminator Loss: 1.1773... Generator Loss: 0.7921
Epoch 8/8... Discriminator Loss: 1.4293... Generator Loss: 0.6529
Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.7576
Epoch 8/8... Discriminator Loss: 1.4001... Generator Loss: 0.5766
Epoch 8/8... Discriminator Loss: 1.4320... Generator Loss: 0.6230
Epoch 8/8... Discriminator Loss: 1.1134... Generator Loss: 0.8257
Epoch 8/8... Discriminator Loss: 1.5513... Generator Loss: 0.5990
Epoch 8/8... Discriminator Loss: 1.3430... Generator Loss: 0.6624
Epoch 8/8... Discriminator Loss: 1.2149... Generator Loss: 0.8488
Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7314
Epoch 8/8... Discriminator Loss: 1.2060... Generator Loss: 0.8965
Epoch 8/8... Discriminator Loss: 1.2580... Generator Loss: 0.7354
Epoch 8/8... Discriminator Loss: 1.3999... Generator Loss: 0.6586
Epoch 8/8... Discriminator Loss: 1.6080... Generator Loss: 0.5592
Epoch 8/8... Discriminator Loss: 1.1370... Generator Loss: 0.9383
Epoch 8/8... Discriminator Loss: 1.4382... Generator Loss: 0.7322
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.6934
Epoch 8/8... Discriminator Loss: 1.4467... Generator Loss: 0.7101
Epoch 8/8... Discriminator Loss: 1.3539... Generator Loss: 0.5938
Epoch 8/8... Discriminator Loss: 1.2031... Generator Loss: 0.6942
Epoch 8/8... Discriminator Loss: 1.2128... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.2541... Generator Loss: 0.7763
Epoch 8/8... Discriminator Loss: 1.4035... Generator Loss: 0.6291
Epoch 8/8... Discriminator Loss: 1.3327... Generator Loss: 0.6345
Epoch 8/8... Discriminator Loss: 1.2076... Generator Loss: 0.9067
Epoch 8/8... Discriminator Loss: 1.2243... Generator Loss: 0.6881
Epoch 8/8... Discriminator Loss: 1.1480... Generator Loss: 0.8744
Epoch 8/8... Discriminator Loss: 1.4886... Generator Loss: 0.6011
Epoch 8/8... Discriminator Loss: 1.4339... Generator Loss: 0.5488
Epoch 8/8... Discriminator Loss: 1.4115... Generator Loss: 0.6790
Epoch 8/8... Discriminator Loss: 1.2293... Generator Loss: 0.7424
Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7752
Epoch 8/8... Discriminator Loss: 1.3555... Generator Loss: 0.6201
Epoch 8/8... Discriminator Loss: 1.3897... Generator Loss: 0.6638
Epoch 8/8... Discriminator Loss: 1.3562... Generator Loss: 0.7626
Epoch 8/8... Discriminator Loss: 1.3247... Generator Loss: 0.6198
Epoch 8/8... Discriminator Loss: 1.5494... Generator Loss: 0.5736
Epoch 8/8... Discriminator Loss: 1.3145... Generator Loss: 0.6592
Epoch 8/8... Discriminator Loss: 1.2554... Generator Loss: 0.7109
Epoch 8/8... Discriminator Loss: 1.2133... Generator Loss: 0.8318
Epoch 8/8... Discriminator Loss: 1.3679... Generator Loss: 0.6337
Epoch 8/8... Discriminator Loss: 1.3464... Generator Loss: 0.6529
Epoch 8/8... Discriminator Loss: 1.3341... Generator Loss: 0.7371
Epoch 8/8... Discriminator Loss: 1.4652... Generator Loss: 0.6677
Epoch 8/8... Discriminator Loss: 1.2910... Generator Loss: 0.8504
Epoch 8/8... Discriminator Loss: 1.4208... Generator Loss: 0.6352
Epoch 8/8... Discriminator Loss: 1.2528... Generator Loss: 0.7668
Epoch 8/8... Discriminator Loss: 1.3040... Generator Loss: 0.7445
Epoch 8/8... Discriminator Loss: 1.3456... Generator Loss: 0.7555
Epoch 8/8... Discriminator Loss: 1.3655... Generator Loss: 0.8394
Epoch 8/8... Discriminator Loss: 1.2356... Generator Loss: 0.7669
Epoch 8/8... Discriminator Loss: 1.1960... Generator Loss: 0.7983
Epoch 8/8... Discriminator Loss: 1.3729... Generator Loss: 0.6211
Epoch 8/8... Discriminator Loss: 1.3201... Generator Loss: 0.7241
Epoch 8/8... Discriminator Loss: 1.2445... Generator Loss: 0.8048
Epoch 8/8... Discriminator Loss: 1.3686... Generator Loss: 0.6883
Epoch 8/8... Discriminator Loss: 1.3106... Generator Loss: 0.7424
Epoch 8/8... Discriminator Loss: 1.3886... Generator Loss: 0.5989
Epoch 8/8... Discriminator Loss: 1.2226... Generator Loss: 0.8281
Epoch 8/8... Discriminator Loss: 1.2869... Generator Loss: 0.8914
Epoch 8/8... Discriminator Loss: 1.2791... Generator Loss: 0.7372
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7074
Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.6744
Epoch 8/8... Discriminator Loss: 1.3351... Generator Loss: 0.7096
Epoch 8/8... Discriminator Loss: 1.2388... Generator Loss: 0.7327
Epoch 8/8... Discriminator Loss: 1.3740... Generator Loss: 0.7865
Epoch 8/8... Discriminator Loss: 1.1791... Generator Loss: 0.8470
Epoch 8/8... Discriminator Loss: 1.1939... Generator Loss: 0.7298
Epoch 8/8... Discriminator Loss: 1.3111... Generator Loss: 0.6037
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.6855
Epoch 8/8... Discriminator Loss: 1.3474... Generator Loss: 0.6592
Epoch 8/8... Discriminator Loss: 1.2211... Generator Loss: 0.8042
Epoch 8/8... Discriminator Loss: 1.3373... Generator Loss: 0.7702
Epoch 8/8... Discriminator Loss: 1.2006... Generator Loss: 0.7687
Epoch 8/8... Discriminator Loss: 1.4028... Generator Loss: 0.6656
Epoch 8/8... Discriminator Loss: 1.3037... Generator Loss: 0.7319
Epoch 8/8... Discriminator Loss: 1.2982... Generator Loss: 0.6072
Epoch 8/8... Discriminator Loss: 1.2722... Generator Loss: 0.7497
Epoch 8/8... Discriminator Loss: 1.3165... Generator Loss: 0.8601
Epoch 8/8... Discriminator Loss: 1.3994... Generator Loss: 0.5673
Epoch 8/8... Discriminator Loss: 1.3234... Generator Loss: 0.6406
Epoch 8/8... Discriminator Loss: 1.1352... Generator Loss: 0.8196
Epoch 8/8... Discriminator Loss: 1.3076... Generator Loss: 0.6868
Epoch 8/8... Discriminator Loss: 1.3399... Generator Loss: 0.6531
Epoch 8/8... Discriminator Loss: 1.4749... Generator Loss: 0.5474
Epoch 8/8... Discriminator Loss: 1.1717... Generator Loss: 0.8401
Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.6161
Epoch 8/8... Discriminator Loss: 1.3685... Generator Loss: 0.6458
Epoch 8/8... Discriminator Loss: 1.3610... Generator Loss: 0.6401
Epoch 8/8... Discriminator Loss: 1.4172... Generator Loss: 0.5530
Epoch 8/8... Discriminator Loss: 1.4332... Generator Loss: 0.6373
Epoch 8/8... Discriminator Loss: 1.3960... Generator Loss: 0.6735
Epoch 8/8... Discriminator Loss: 1.1963... Generator Loss: 0.7207
Epoch 8/8... Discriminator Loss: 1.3425... Generator Loss: 0.6619
Epoch 8/8... Discriminator Loss: 1.4248... Generator Loss: 0.6867
Epoch 8/8... Discriminator Loss: 1.3377... Generator Loss: 0.6137
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.6240
Epoch 8/8... Discriminator Loss: 1.3070... Generator Loss: 0.7477
Epoch 8/8... Discriminator Loss: 1.4645... Generator Loss: 0.6016
Epoch 8/8... Discriminator Loss: 1.2971... Generator Loss: 0.7192
Epoch 8/8... Discriminator Loss: 1.2492... Generator Loss: 0.9233
Epoch 8/8... Discriminator Loss: 1.2924... Generator Loss: 0.7514
Epoch 8/8... Discriminator Loss: 1.3673... Generator Loss: 0.6506
Epoch 8/8... Discriminator Loss: 1.5103... Generator Loss: 0.6501
Epoch 8/8... Discriminator Loss: 1.2536... Generator Loss: 0.7869
Epoch 8/8... Discriminator Loss: 1.3271... Generator Loss: 0.7047
Epoch 8/8... Discriminator Loss: 1.3205... Generator Loss: 0.6549
Epoch 8/8... Discriminator Loss: 1.2568... Generator Loss: 0.8037
Epoch 8/8... Discriminator Loss: 1.2163... Generator Loss: 0.7187
Epoch 8/8... Discriminator Loss: 1.3291... Generator Loss: 0.7630
Epoch 8/8... Discriminator Loss: 1.3061... Generator Loss: 0.7713

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.